| Name | ID | Tasks |
|---|---|---|
| Manjot Singh | 500225027 | CNN- model 1 |
| Pushpender | 500209885 | VAE Model Build |
| Zuhair Khaja Moinuddin | 500225673 | WGAN - Tune |
| Aaryan Divedi | 500224784 | WGAN FLASK |
| Manan Rajeshbhai Kakadiya | Wgan model build | |
| Anas Mohammed | 500224575 | |
| Vihar Sanjaykumar Parekh | 500210512 | Transfer learnt model from a model trained on VGG model build and flask |
| Sufyan Siraj Patel | 500223350 | VAE |
| Princekumar Arvindbhai Satasiya | 500223647 | VAE flask |
| Vivek Sharma | 500225198 | Transfer learnt model from a model trained on VGG TUNE |
In [10]:
import os
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from PIL import Image
from tensorflow.keras.preprocessing.image import load_img, img_to_array
# Load and preprocess the dataset
def load_images(data_path, csv_file, img_size):
df = pd.read_csv(csv_file)
images = []
labels = []
for index, row in df.iterrows():
img_path = row['path']
img = load_img(img_path, target_size=(img_size, img_size))
img_array = img_to_array(img)
img_normalized = (img_array - 127.5) / 127.5 # Normalize to [-1, 1]
images.append(img_normalized)
labels.append(row['label'])
# Display sample images if show_samples is True
if index < 5:
plt.figure(figsize=(2, 2))
plt.imshow(img_array.astype(np.uint8)) # Display the original image
plt.title(f"Label: {row['label']}")
plt.axis('off')
plt.show()
img_to_show = (img_normalized * 127.5 + 127.5).astype(np.uint8)
plt.figure(figsize=(2, 2))
plt.imshow(img_to_show) # Convert back to original scale for display
plt.title(f"Label: {row['label']}")
plt.axis('off')
plt.show()
return np.array(images), np.array(labels)
# Show sample images from the dataset
def show_sample_images(data_path, csv_file, img_size, num_images=5):
df = pd.read_csv(csv_file)
sample_df = df.sample(n=num_images)
fig, axs = plt.subplots(1, num_images, figsize=(15, 15))
for i, (_, row) in enumerate(sample_df.iterrows()):
img_path = row['path']
img = load_img(img_path, target_size=(img_size, img_size))
axs[i].imshow(img)
axs[i].set_title(row['label'])
axs[i].axis('off')
plt.show()
data_path = 'FaceExpressions'
csv_file = 'data.csv'
img_size = 64
# Show sample images
#show_sample_images(data_path, csv_file, img_size)
X_train, y_train = load_images(data_path, csv_file, img_size)
In [ ]:
# Build the WGAN
def build_generator(img_shape):
noise_shape = (100,)
model = tf.keras.Sequential()
model.add(Dense(256, input_shape=noise_shape))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(512))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(1024))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(np.prod(img_shape), activation='tanh'))
model.add(Reshape(img_shape))
noise = Input(shape=noise_shape)
img = model(noise)
return Model(noise, img)
def build_discriminator(img_shape):
model = tf.keras.Sequential()
model.add(Flatten(input_shape=img_shape))
model.add(Dense(512))
model.add(LeakyReLU(alpha=0.2))
model.add(Dense(256))
model.add(LeakyReLU(alpha=0.2))
model.add(Dense(1))
img = Input(shape=img_shape)
validity = model(img)
return Model(img, validity)
def wasserstein_loss(y_true, y_pred):
return tf.reduce_mean(y_true * y_pred)
# Gradient penalty loss
def gradient_penalty_loss(y_true, y_pred, averaged_samples, gradient_penalty_weight):
gradients = tf.gradients(y_pred, averaged_samples)[0]
gradients_sqr_sum = tf.reduce_sum(tf.square(gradients), axis=np.arange(1, len(gradients.shape)))
gradient_l2_norm = tf.sqrt(gradients_sqr_sum)
gradient_penalty = gradient_penalty_weight * tf.square(1 - gradient_l2_norm)
return tf.reduce_mean(gradient_penalty)
# Interpolate between real and generated images
def interpolate_images(real, fake, batch_size):
alpha = np.random.uniform(size=(batch_size, 1, 1, 1))
interpolated = real + alpha * (fake - real)
return interpolated
img_shape = (img_size, img_size, 3)
optimizer = Adam(0.0002, 0.5)
# Build and compile the discriminator
discriminator = build_discriminator(img_shape)
discriminator.compile(loss=wasserstein_loss, optimizer=optimizer, metrics=['accuracy'])
# Build the generator
generator = build_generator(img_shape)
# The generator takes noise as input and generates images
z = Input(shape=(100,))
img = generator(z)
# For the combined model, only the generator is trained
discriminator.trainable = False
# The discriminator takes generated images as input and determines validity
valid = discriminator(img)
# The combined model
combined = Model(z, valid)
combined.compile(loss=wasserstein_loss, optimizer=optimizer)
# Train the WGAN
def train(generator, discriminator, combined, epochs, batch_size, sample_interval):
X_train = load_images(data_path, csv_file, img_size)[0]
# Adversarial ground truths
valid = -np.ones((batch_size, 1))
fake = np.ones((batch_size, 1))
dummy = np.zeros((batch_size, 1)) # Dummy for gradient penalty
for epoch in range(epochs):
for _ in range(5):
# Train Discriminator
idx = np.random.randint(0, X_train.shape[0], batch_size)
imgs = X_train[idx]
noise = np.random.normal(0, 1, (batch_size, 100))
gen_imgs = generator.predict(noise)
interpolated = interpolate_images(imgs, gen_imgs, batch_size)
d_loss_real = discriminator.train_on_batch(imgs, valid)
d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
d_loss_gp = discriminator.train_on_batch(interpolated, dummy)
d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp
# Train Generator
noise = np.random.normal(0, 1, (batch_size, 100))
g_loss = combined.train_on_batch(noise, valid)
# Save the progress
print(f"{epoch} [D loss: {d_loss[0]}] [G loss: {g_loss}]")
if epoch % 200 == 0:
sample_images(generator, epoch)
#sample_labelled_images(generator, epoch)
def sample_images(generator, epoch, image_grid_rows=4, image_grid_columns=4):
noise = np.random.normal(0, 1, (image_grid_rows * image_grid_columns, 100))
gen_imgs = generator.predict(noise)
gen_imgs = 0.5 * gen_imgs + 0.5 # Rescale to [0, 1]
fig, axs = plt.subplots(image_grid_rows, image_grid_columns, figsize=(4, 4), sharey=True, sharex=True)
cnt = 0
for i in range(image_grid_rows):
for j in range(image_grid_columns):
axs[i, j].imshow(gen_imgs[cnt, :, :, :])
axs[i, j].axis('off')
cnt += 1
plt.savefig(f"generated_new2_{epoch}.png")
plt.close()
def sample_labelled_images(generator, epoch, labels=['Surprise', 'Sad', 'Neutral', 'Happy', 'Angry', 'Ahegao']):
noise = np.random.normal(0, 1, (len(labels), 100))
gen_imgs = generator.predict(noise)
gen_imgs = 0.5 * gen_imgs + 0.5 # Rescale to [0, 1]
fig, axs = plt.subplots(1, len(labels), figsize=(len(labels) * 2, 2), sharey=True, sharex=True)
for i in range(len(labels)):
axs[i].imshow(gen_imgs[i, :, :, :])
axs[i].axis('off')
axs[i].set_title(labels[i])
plt.savefig(f"labelled_{epoch}.png")
plt.close()
epochs = 10000
batch_size = 64
sample_interval = 1000
#train(generator, discriminator, combined, epochs, batch_size, sample_interval)
In [ ]:
In [7]:
generator.save_weights('generator_weights_zkm.h5')
discriminator.save_weights('discriminator_weights_zkm.h5')
combined.save_weights('combined_weights_zkm.h5')
In [7]:
if os.path.exists('generator_weights.h5'):
print("AVALIBALE")
generator.load_weights('generator_weights.h5')
if os.path.exists('discriminator_weights.h5'):
print("AVALIBALE")
discriminator.load_weights('discriminator_weights.h5')
if os.path.exists('combined_weights.h5'):
print("AVALIBALE")
combined.load_weights('combined_weights.h5')
else:
print("FAIL")
AVALIBALE AVALIBALE AVALIBALE
In [8]:
# Train the WGAN
def train(generator, discriminator, combined, epochs, batch_size, sample_interval):
X_train = load_images(data_path, csv_file, img_size)[0]
# Adversarial ground truths
valid = -np.ones((batch_size, 1))
fake = np.ones((batch_size, 1))
dummy = np.zeros((batch_size, 1)) # Dummy for gradient penalty
for epoch in range(epochs):
for _ in range(5):
# Train Discriminator
idx = np.random.randint(0, X_train.shape[0], batch_size)
imgs = X_train[idx]
noise = np.random.normal(0, 1, (batch_size, 100))
gen_imgs = generator.predict(noise)
interpolated = interpolate_images(imgs, gen_imgs, batch_size)
d_loss_real = discriminator.train_on_batch(imgs, valid)
d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
d_loss_gp = discriminator.train_on_batch(interpolated, dummy)
d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp
# Train Generator
noise = np.random.normal(0, 1, (batch_size, 100))
g_loss = combined.train_on_batch(noise, valid)
if epoch % (sample_interval/2) == 0:
sample_images(generator, epoch)
# Save model weights
generator.save_weights('generator_weights.h5')
discriminator.save_weights('discriminator_weights.h5')
combined.save_weights('combined_weights.h5')
# Save the progress
print(f"{epoch} [D loss: {d_loss[0]}] [G loss: {g_loss}]")
if epoch % 200 == 0:
sample_images(generator, epoch)
#sample_labelled_images(generator, epoch)
In [9]:
train(generator, discriminator, combined, 2400, batch_size, sample_interval)
2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 910 [D loss: -242725.13671875] [G loss: 98653.734375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 4s 4s/step 911 [D loss: -106724.15625] [G loss: -66082.9765625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 912 [D loss: -208877.78125] [G loss: -149668.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 913 [D loss: -192607.21875] [G loss: -82312.1875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 3s 5ms/step 2/2 [==============================] - 0s 5ms/step 914 [D loss: -225846.53125] [G loss: 15887.818359375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 915 [D loss: -227074.21875] [G loss: -125552.109375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 916 [D loss: -193004.5625] [G loss: -240040.234375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 917 [D loss: -167109.34375] [G loss: -315562.0625] 2/2 [==============================] - 3s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 918 [D loss: -41736.1875] [G loss: -437820.96875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 919 [D loss: -147284.65625] [G loss: -462322.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 920 [D loss: -72419.84375] [G loss: -271775.90625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 921 [D loss: -137460.625] [G loss: -371554.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 922 [D loss: -241603.125] [G loss: -348162.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 923 [D loss: -367433.28125] [G loss: -324941.09375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 924 [D loss: -209182.96875] [G loss: -267902.1875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 925 [D loss: -138780.90625] [G loss: -204072.625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 926 [D loss: -151338.71875] [G loss: -100071.78125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 927 [D loss: -212417.296875] [G loss: 34617.1953125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 928 [D loss: -262582.171875] [G loss: 76186.2421875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 3s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 929 [D loss: -267374.46875] [G loss: -102028.40625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 930 [D loss: -244688.96875] [G loss: -201738.671875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 3s 5ms/step 2/2 [==============================] - 0s 4ms/step 931 [D loss: -53578.421875] [G loss: -177169.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 3s 4ms/step 932 [D loss: -215142.4609375] [G loss: -241423.171875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 933 [D loss: -70959.1875] [G loss: -346784.09375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 934 [D loss: -276680.765625] [G loss: -425715.84375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 935 [D loss: -202189.5625] [G loss: -458728.375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 3s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 936 [D loss: -245297.65625] [G loss: -506797.75] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 937 [D loss: -207010.78125] [G loss: -479302.96875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 4ms/step 938 [D loss: -211470.96875] [G loss: -480494.8125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 939 [D loss: -252321.59375] [G loss: -273402.71875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 940 [D loss: -270650.984375] [G loss: -84707.1796875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 941 [D loss: -232486.9921875] [G loss: -121602.15625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 942 [D loss: -318087.140625] [G loss: 41737.0546875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 3s 3s/step 2/2 [==============================] - 0s 5ms/step 943 [D loss: -226493.8515625] [G loss: 184712.640625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 8ms/step 944 [D loss: -76206.2333984375] [G loss: 216767.328125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 945 [D loss: -263546.140625] [G loss: 621611.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 946 [D loss: -77742.65625] [G loss: 105292.59375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 947 [D loss: -86526.15234375] [G loss: 125683.921875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 948 [D loss: -240898.3125] [G loss: 96646.796875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 3s 5ms/step 2/2 [==============================] - 0s 5ms/step 949 [D loss: -167201.80859375] [G loss: -137257.375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 950 [D loss: -171299.59375] [G loss: -142526.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 951 [D loss: -96674.77734375] [G loss: -245107.765625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 952 [D loss: -269945.5] [G loss: -271478.21875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 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--------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) Cell In[9], line 1 ----> 1 train(generator, discriminator, combined, 2400, batch_size, sample_interval) Cell In[8], line 17, in train(generator, discriminator, combined, epochs, batch_size, sample_interval) 14 imgs = X_train[idx] 16 noise = np.random.normal(0, 1, (batch_size, 100)) ---> 17 gen_imgs = generator.predict(noise) 19 interpolated = interpolate_images(imgs, gen_imgs, batch_size) 20 d_loss_real = discriminator.train_on_batch(imgs, valid) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\utils\traceback_utils.py:65, in filter_traceback.<locals>.error_handler(*args, **kwargs) 63 filtered_tb = None 64 try: ---> 65 return fn(*args, **kwargs) 66 except Exception as e: 67 filtered_tb = _process_traceback_frames(e.__traceback__) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\training.py:2220, in Model.predict(self, x, batch_size, verbose, steps, callbacks, max_queue_size, workers, use_multiprocessing) 2211 except ValueError: 2212 warnings.warn( 2213 "Using Model.predict with MultiWorkerMirroredStrategy " 2214 "or TPUStrategy and AutoShardPolicy.FILE might lead to " (...) 2217 stacklevel=2, 2218 ) -> 2220 data_handler = data_adapter.get_data_handler( 2221 x=x, 2222 batch_size=batch_size, 2223 steps_per_epoch=steps, 2224 initial_epoch=0, 2225 epochs=1, 2226 max_queue_size=max_queue_size, 2227 workers=workers, 2228 use_multiprocessing=use_multiprocessing, 2229 model=self, 2230 steps_per_execution=self._steps_per_execution, 2231 ) 2233 # Container that configures and calls `tf.keras.Callback`s. 2234 if not isinstance(callbacks, callbacks_module.CallbackList): File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1582, in get_data_handler(*args, **kwargs) 1580 if getattr(kwargs["model"], "_cluster_coordinator", None): 1581 return _ClusterCoordinatorDataHandler(*args, **kwargs) -> 1582 return DataHandler(*args, **kwargs) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1262, in DataHandler.__init__(self, x, y, sample_weight, batch_size, steps_per_epoch, initial_epoch, epochs, shuffle, class_weight, max_queue_size, workers, use_multiprocessing, model, steps_per_execution, distribute) 1259 self._steps_per_execution = steps_per_execution 1261 adapter_cls = select_data_adapter(x, y) -> 1262 self._adapter = adapter_cls( 1263 x, 1264 y, 1265 batch_size=batch_size, 1266 steps=steps_per_epoch, 1267 epochs=epochs - initial_epoch, 1268 sample_weights=sample_weight, 1269 shuffle=shuffle, 1270 max_queue_size=max_queue_size, 1271 workers=workers, 1272 use_multiprocessing=use_multiprocessing, 1273 distribution_strategy=tf.distribute.get_strategy(), 1274 model=model, 1275 ) 1277 strategy = tf.distribute.get_strategy() 1279 self._current_step = 0 File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:247, in TensorLikeDataAdapter.__init__(self, x, y, sample_weights, sample_weight_modes, batch_size, epochs, steps, shuffle, **kwargs) 234 def __init__( 235 self, 236 x, (...) 244 **kwargs 245 ): 246 super().__init__(x, y, **kwargs) --> 247 x, y, sample_weights = _process_tensorlike((x, y, sample_weights)) 248 sample_weight_modes = broadcast_sample_weight_modes( 249 sample_weights, sample_weight_modes 250 ) 252 # If sample_weights are not specified for an output use 1.0 as weights. File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1142, in _process_tensorlike(inputs) 1139 return _scipy_sparse_to_sparse_tensor(x) 1140 return x -> 1142 inputs = tf.nest.map_structure(_convert_single_tensor, inputs) 1143 return tf.__internal__.nest.list_to_tuple(inputs) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\nest.py:917, in map_structure(func, *structure, **kwargs) 913 flat_structure = (flatten(s, expand_composites) for s in structure) 914 entries = zip(*flat_structure) 916 return pack_sequence_as( --> 917 structure[0], [func(*x) for x in entries], 918 expand_composites=expand_composites) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\nest.py:917, in <listcomp>(.0) 913 flat_structure = (flatten(s, expand_composites) for s in structure) 914 entries = zip(*flat_structure) 916 return pack_sequence_as( --> 917 structure[0], [func(*x) for x in entries], 918 expand_composites=expand_composites) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1137, in _process_tensorlike.<locals>._convert_single_tensor(x) 1135 if issubclass(x.dtype.type, np.floating): 1136 dtype = backend.floatx() -> 1137 return tf.convert_to_tensor(x, dtype=dtype) 1138 elif _is_scipy_sparse(x): 1139 return _scipy_sparse_to_sparse_tensor(x) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\traceback_utils.py:150, in filter_traceback.<locals>.error_handler(*args, **kwargs) 148 filtered_tb = None 149 try: --> 150 return fn(*args, **kwargs) 151 except Exception as e: 152 filtered_tb = _process_traceback_frames(e.__traceback__) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\dispatch.py:1176, in add_dispatch_support.<locals>.decorator.<locals>.op_dispatch_handler(*args, **kwargs) 1174 # Fallback dispatch system (dispatch v1): 1175 try: -> 1176 return dispatch_target(*args, **kwargs) 1177 except (TypeError, ValueError): 1178 # Note: convert_to_eager_tensor currently raises a ValueError, not a 1179 # TypeError, when given unexpected types. So we need to catch both. 1180 result = dispatch(op_dispatch_handler, args, kwargs) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\ops.py:1492, in convert_to_tensor_v2_with_dispatch(value, dtype, dtype_hint, name) 1428 @tf_export("convert_to_tensor", v1=[]) 1429 @dispatch.add_dispatch_support 1430 def convert_to_tensor_v2_with_dispatch( 1431 value, dtype=None, dtype_hint=None, name=None): 1432 """Converts the given `value` to a `Tensor`. 1433 1434 This function converts Python objects of various types to `Tensor` (...) 1490 ValueError: If the `value` is a tensor not of given `dtype` in graph mode. 1491 """ -> 1492 return convert_to_tensor_v2( 1493 value, dtype=dtype, dtype_hint=dtype_hint, name=name) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\ops.py:1498, in convert_to_tensor_v2(value, dtype, dtype_hint, name) 1496 def convert_to_tensor_v2(value, dtype=None, dtype_hint=None, name=None): 1497 """Converts the given `value` to a `Tensor`.""" -> 1498 return convert_to_tensor( 1499 value=value, 1500 dtype=dtype, 1501 name=name, 1502 preferred_dtype=dtype_hint, 1503 as_ref=False) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\profiler\trace.py:183, in trace_wrapper.<locals>.inner_wrapper.<locals>.wrapped(*args, **kwargs) 181 with Trace(trace_name, **trace_kwargs): 182 return func(*args, **kwargs) --> 183 return func(*args, **kwargs) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\ops.py:1638, in convert_to_tensor(value, dtype, name, as_ref, preferred_dtype, dtype_hint, ctx, accepted_result_types) 1629 raise RuntimeError( 1630 _add_error_prefix( 1631 f"Conversion function {conversion_func!r} for type " (...) 1634 f"actual = {ret.dtype.base_dtype.name}", 1635 name=name)) 1637 if ret is None: -> 1638 ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref) 1640 if ret is NotImplemented: 1641 continue File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\tensor_conversion_registry.py:48, in _default_conversion_function(***failed resolving arguments***) 46 def _default_conversion_function(value, dtype, name, as_ref): 47 del as_ref # Unused. ---> 48 return constant_op.constant(value, dtype, name=name) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\constant_op.py:267, in constant(value, dtype, shape, name) 170 @tf_export("constant", v1=[]) 171 def constant(value, dtype=None, shape=None, name="Const"): 172 """Creates a constant tensor from a tensor-like object. 173 174 Note: All eager `tf.Tensor` values are immutable (in contrast to (...) 265 ValueError: if called on a symbolic tensor. 266 """ --> 267 return _constant_impl(value, dtype, shape, name, verify_shape=False, 268 allow_broadcast=True) File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\constant_op.py:279, in _constant_impl(value, dtype, shape, name, verify_shape, allow_broadcast) 277 with trace.Trace("tf.constant"): 278 return _constant_eager_impl(ctx, value, dtype, shape, verify_shape) --> 279 return _constant_eager_impl(ctx, value, dtype, shape, verify_shape) 281 g = ops.get_default_graph() 282 tensor_value = attr_value_pb2.AttrValue() File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\constant_op.py:304, in _constant_eager_impl(ctx, value, dtype, shape, verify_shape) 302 def _constant_eager_impl(ctx, value, dtype, shape, verify_shape): 303 """Creates a constant on the current device.""" --> 304 t = convert_to_eager_tensor(value, ctx, dtype) 305 if shape is None: 306 return t KeyboardInterrupt:
In [10]:
if os.path.exists('generator_weights.h5'):
print("AVALIBALE")
generator.load_weights('generator_weights.h5')
if os.path.exists('discriminator_weights.h5'):
print("AVALIBALE")
discriminator.load_weights('discriminator_weights.h5')
if os.path.exists('combined_weights.h5'):
print("AVALIBALE")
combined.load_weights('combined_weights.h5')
else:
print("FAIL")
AVALIBALE AVALIBALE AVALIBALE
In [22]:
def train(generator, discriminator, combined, epochs, batch_size, sample_interval, gradient_penalty_weight=10):
X_train = load_images(data_path, csv_file, img_size)[0]
# Adversarial ground truths
valid = -np.ones((batch_size, 1))
fake = np.ones((batch_size, 1))
dummy = np.zeros((batch_size, 1)) # Dummy for gradient penalty
for epoch in range(epochs):
for _ in range(5):
# Train Discriminator
idx = np.random.randint(0, X_train.shape[0], batch_size)
imgs = X_train[idx]
noise = np.random.normal(0, 1, (batch_size, 100))
gen_imgs = generator.predict(noise)
interpolated = interpolate_images(imgs, gen_imgs, batch_size)
interpolated = tf.convert_to_tensor(interpolated)
# Train on real images
d_loss_real = discriminator.train_on_batch(imgs, valid)
# Train on fake images
d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
# Compute gradient penalty
with tf.GradientTape() as tape:
tape.watch(interpolated)
validity_interpolated = discriminator(interpolated)
gradients = tape.gradient(validity_interpolated, [interpolated])[0]
gradients_sqr_sum = tf.reduce_sum(tf.square(gradients), axis=np.arange(1, len(gradients.shape)))
gradient_l2_norm = tf.sqrt(gradients_sqr_sum)
gradient_penalty = gradient_penalty_weight * tf.square(1 - gradient_l2_norm)
d_loss_gp = tf.reduce_mean(gradient_penalty)
# Combine the three losses
d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp
# Train Generator
noise = np.random.normal(0, 1, (batch_size, 100))
g_loss = combined.train_on_batch(noise, valid)
# Save the progress
print(f"{epoch} [D loss: {d_loss}] [G loss: {g_loss}]")
if epoch % 100 == 0:
stt="A"+str(epoch)
sample_images(generator, stt)
#sample_labelled_images(generator, epoch)
In [26]:
generator.save('generator_wgan.h5')
discriminator.save('discriminator_wgan.h5')
combined.save('combined.h5')
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
In [28]:
train(generator, discriminator, combined, 1000, batch_size, sample_interval)
2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 12ms/step 0 [D loss: [1.28865859e+12 1.28865878e+12]] [G loss: -196586.71875] 1/1 [==============================] - 0s 42ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 13ms/step 1 [D loss: [1.07259437e+12 1.07259437e+12]] [G loss: -225261.359375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2 [D loss: [9.73537927e+11 9.73537980e+11]] [G loss: -351314.15625] 2/2 [==============================] - 0s 27ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 13ms/step 3 [D loss: [6.87034071e+11 6.87034136e+11]] [G loss: -426697.5] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 4 [D loss: [6.65044500e+11 6.65044687e+11]] [G loss: -495051.84375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 8ms/step 5 [D loss: [6.57136723e+11 6.57136872e+11]] [G loss: -389687.03125] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 6 [D loss: [7.83133019e+11 7.83133034e+11]] [G loss: -460952.125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 7 [D loss: [7.90305074e+11 7.90305155e+11]] [G loss: -299249.0] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 8 [D loss: [1.65897752e+12 1.65897771e+12]] [G loss: -380866.90625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 9 [D loss: [9.18263701e+11 9.18263824e+11]] [G loss: -487438.0] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 10 [D loss: [6.96761120e+11 6.96761152e+11]] [G loss: -555130.9375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 11 [D loss: [9.10990064e+11 9.10990082e+11]] [G loss: -550632.5] 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 12 [D loss: [8.03356434e+11 8.03356548e+11]] [G loss: -573781.5] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 13 [D loss: [6.64422990e+11 6.64423023e+11]] [G loss: -550957.3125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 14 [D loss: [8.76643157e+11 8.76643221e+11]] [G loss: -552426.6875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 15 [D loss: [6.46297508e+11 6.46297674e+11]] [G loss: -351678.15625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 16 [D loss: [6.54660698e+11 6.54660601e+11]] [G loss: -437257.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 17 [D loss: [6.69988463e+11 6.69988480e+11]] [G loss: -260321.109375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 18 [D loss: [6.07309435e+11 6.07309421e+11]] [G loss: -257510.3125] 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 19 [D loss: [5.96934920e+11 5.96934992e+11]] [G loss: -78832.3984375] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 16ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 20 [D loss: [6.37127926e+11 6.37127928e+11]] [G loss: -148566.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 21 [D loss: [6.15387852e+11 6.15387830e+11]] [G loss: 46927.55859375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 22 [D loss: [6.20878029e+11 6.20878051e+11]] [G loss: -4914.763671875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 23 [D loss: [5.87816816e+11 5.87816961e+11]] [G loss: -70493.828125] 2/2 [==============================] - 0s 43ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 24 [D loss: [5.88305945e+11 5.88306086e+11]] [G loss: 26004.22265625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 25 [D loss: [5.89373873e+11 5.89374038e+11]] [G loss: -5753.201171875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 26 [D loss: [6.09853799e+11 6.09853836e+11]] [G loss: 26564.94921875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 27 [D loss: [6.08456775e+11 6.08456817e+11]] [G loss: -136379.5625] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 28 [D loss: [6.45417438e+11 6.45417422e+11]] [G loss: -141144.453125] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 29 [D loss: [6.30746971e+11 6.30747038e+11]] [G loss: -274580.90625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 30 [D loss: [6.33203931e+11 6.33204104e+11]] [G loss: -236948.78125] 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 31 [D loss: [6.26417918e+11 6.26417966e+11]] [G loss: -161172.6875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 32 [D loss: [5.92159636e+11 5.92159727e+11]] [G loss: -452529.84375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 33 [D loss: [5.97037373e+11 5.97037410e+11]] [G loss: -351797.3125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 34 [D loss: [5.81401844e+11 5.81401873e+11]] [G loss: -235442.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 35 [D loss: [5.75237062e+11 5.75237102e+11]] [G loss: -230786.09375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 36 [D loss: [5.86223737e+11 5.86223892e+11]] [G loss: -231094.703125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 37 [D loss: [6.04543678e+11 6.04543749e+11]] [G loss: -112609.328125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 38 [D loss: [6.00618309e+11 6.00618409e+11]] [G loss: 74878.5] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 39 [D loss: [6.04607927e+11 6.04607974e+11]] [G loss: 131503.0625] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 40 [D loss: [6.00854118e+11 6.00854306e+11]] [G loss: 449832.375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 11ms/step 41 [D loss: [6.55414914e+11 6.55415126e+11]] [G loss: 411116.46875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 42 [D loss: [6.49391837e+11 6.49391839e+11]] [G loss: 555410.0625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 43 [D loss: [6.25166817e+11 6.25167063e+11]] [G loss: 671363.5625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 44 [D loss: [5.96921152e+11 5.96921113e+11]] [G loss: 365689.3125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 45 [D loss: [6.48217531e+11 6.48217670e+11]] [G loss: 411394.0625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 46 [D loss: [6.28559411e+11 6.28559452e+11]] [G loss: 176318.0625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 47 [D loss: [6.24852549e+11 6.24852642e+11]] [G loss: -132413.234375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 48 [D loss: [6.08065161e+11 6.08065209e+11]] [G loss: -254691.765625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 49 [D loss: [6.23753842e+11 6.23753824e+11]] [G loss: -262811.90625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 50 [D loss: [6.10626860e+11 6.10626915e+11]] [G loss: -386020.125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 10ms/step 51 [D loss: [5.90670746e+11 5.90670754e+11]] [G loss: -473716.4375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 13ms/step 52 [D loss: [6.22994884e+11 6.22994808e+11]] [G loss: -447539.3125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 9ms/step 53 [D loss: [6.06650053e+11 6.06650020e+11]] [G loss: -448402.375] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 54 [D loss: [6.11796396e+11 6.11796376e+11]] [G loss: -525957.625] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 55 [D loss: [5.73838508e+11 5.73838695e+11]] [G loss: -537016.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 56 [D loss: [6.19254090e+11 6.19254171e+11]] [G loss: -507165.1875] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 57 [D loss: [6.17392618e+11 6.17392676e+11]] [G loss: -498989.59375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 58 [D loss: [8.38237869e+11 8.38237834e+11]] [G loss: -469799.875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 59 [D loss: [7.54886007e+11 7.54886160e+11]] [G loss: -380176.1875] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 12ms/step 60 [D loss: [7.03790039e+11 7.03790176e+11]] [G loss: -443927.5] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 61 [D loss: [6.66811429e+11 6.66811459e+11]] [G loss: -469190.84375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 62 [D loss: [6.90311758e+11 6.90311898e+11]] [G loss: -315582.125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 63 [D loss: [6.00138916e+11 6.00139024e+11]] [G loss: -317773.875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 64 [D loss: [6.16754436e+11 6.16754553e+11]] [G loss: -238925.078125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 33ms/step 2/2 [==============================] - 0s 9ms/step 65 [D loss: [6.78365885e+11 6.78365903e+11]] [G loss: -162459.390625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 66 [D loss: [6.48852702e+11 6.48852606e+11]] [G loss: -372975.1875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 67 [D loss: [8.67639883e+11 8.67639946e+11]] [G loss: -326729.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 68 [D loss: [8.68447355e+11 8.68447345e+11]] [G loss: -280309.6875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 69 [D loss: [8.15529123e+11 8.15529178e+11]] [G loss: -484871.0625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 70 [D loss: [6.29528805e+11 6.29528812e+11]] [G loss: -333934.0] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 71 [D loss: [6.23679588e+11 6.23679591e+11]] [G loss: -355100.21875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 10ms/step 72 [D loss: [6.15952681e+11 6.15952774e+11]] [G loss: -390689.1875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 73 [D loss: [6.81342427e+11 6.81342468e+11]] [G loss: -201759.65625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 74 [D loss: [6.29171453e+11 6.29171449e+11]] [G loss: -115495.734375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 75 [D loss: [6.97639842e+11 6.97639852e+11]] [G loss: -67436.6171875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 76 [D loss: [7.15547789e+11 7.15547803e+11]] [G loss: 48347.921875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 77 [D loss: [6.42666327e+11 6.42666154e+11]] [G loss: 33155.703125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 78 [D loss: [6.24842462e+11 6.24842504e+11]] [G loss: 27100.859375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 79 [D loss: [6.61739963e+11 6.61740022e+11]] [G loss: 48799.109375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 11ms/step 80 [D loss: [8.04487074e+11 8.04487151e+11]] [G loss: 34087.19140625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 81 [D loss: [6.73390111e+11 6.73390066e+11]] [G loss: -40463.453125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 82 [D loss: [6.14509557e+11 6.14509618e+11]] [G loss: -78951.7578125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 83 [D loss: [6.07381182e+11 6.07381266e+11]] [G loss: -267614.375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 84 [D loss: [6.47264584e+11 6.47264723e+11]] [G loss: -252660.421875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 85 [D loss: [6.12955543e+11 6.12955668e+11]] [G loss: -275205.125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 86 [D loss: [5.98185014e+11 5.98185046e+11]] [G loss: -259202.890625] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 87 [D loss: [6.17255707e+11 6.17255911e+11]] [G loss: -270428.0625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 88 [D loss: [6.39167160e+11 6.39167263e+11]] [G loss: -307547.3125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 89 [D loss: [6.21374815e+11 6.21374967e+11]] [G loss: -92273.28125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 90 [D loss: [6.45694515e+11 6.45694614e+11]] [G loss: -213299.703125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 91 [D loss: [6.91891426e+11 6.91891474e+11]] [G loss: -242194.703125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 92 [D loss: [5.99476565e+11 5.99476608e+11]] [G loss: -195030.71875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 93 [D loss: [6.48384891e+11 6.48385031e+11]] [G loss: -34603.0703125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 94 [D loss: [6.38720262e+11 6.38720361e+11]] [G loss: -78893.84375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 95 [D loss: [6.41488283e+11 6.41488497e+11]] [G loss: -22760.41015625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 96 [D loss: [6.18801978e+11 6.18802123e+11]] [G loss: -53881.3125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 97 [D loss: [6.16688462e+11 6.16688501e+11]] [G loss: -25283.7890625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 98 [D loss: [6.36311196e+11 6.36311370e+11]] [G loss: -81644.21875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 99 [D loss: [8.08400397e+11 8.08400579e+11]] [G loss: -148682.546875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 100 [D loss: [1.17942215e+12 1.17942222e+12]] [G loss: -174286.75] 1/1 [==============================] - 0s 23ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 101 [D loss: [7.32168814e+11 7.32168923e+11]] [G loss: -427614.21875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 102 [D loss: [5.67475841e+11 5.67475971e+11]] [G loss: -454586.03125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 103 [D loss: [6.48264410e+11 6.48264632e+11]] [G loss: -645838.375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 104 [D loss: [6.21829244e+11 6.21829333e+11]] [G loss: -510048.5625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 105 [D loss: [8.80223768e+11 8.80223896e+11]] [G loss: -688267.5] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 106 [D loss: [6.02786920e+11 6.02787067e+11]] [G loss: -651117.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 107 [D loss: [8.24375110e+11 8.24375255e+11]] [G loss: -453440.6875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 108 [D loss: [7.59458170e+11 7.59458319e+11]] [G loss: -511236.5] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 109 [D loss: [8.42228716e+11 8.42228888e+11]] [G loss: -430671.875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 110 [D loss: [6.10443100e+11 6.10443307e+11]] [G loss: -500123.0] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 111 [D loss: [7.55990719e+11 7.55990856e+11]] [G loss: -606518.75] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 112 [D loss: [8.94090796e+11 8.94090855e+11]] [G loss: -198965.9375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 113 [D loss: [1.61010057e+12 1.61010083e+12]] [G loss: -315923.375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 10ms/step 114 [D loss: [9.62073803e+11 9.62073910e+11]] [G loss: -447365.6875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 115 [D loss: [1.23480115e+12 1.23480145e+12]] [G loss: -415928.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 116 [D loss: [1.21276986e+12 1.21277007e+12]] [G loss: -417667.1875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 117 [D loss: [8.70733488e+11 8.70733628e+11]] [G loss: -518385.3125] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 118 [D loss: [9.55042862e+11 9.55043022e+11]] [G loss: -522147.78125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 119 [D loss: [6.93867329e+11 6.93867324e+11]] [G loss: -517980.28125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 120 [D loss: [6.65310250e+11 6.65310304e+11]] [G loss: -506362.625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 121 [D loss: [7.48095208e+11 7.48095322e+11]] [G loss: -439881.625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 122 [D loss: [5.73912654e+11 5.73912873e+11]] [G loss: -404126.8125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 123 [D loss: [7.27407097e+11 7.27407246e+11]] [G loss: -304189.0625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 124 [D loss: [6.35348282e+11 6.35348616e+11]] [G loss: -146505.625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 125 [D loss: [6.49881063e+11 6.49881227e+11]] [G loss: -41353.30078125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 126 [D loss: [1.16120616e+12 1.16120662e+12]] [G loss: 9089.859375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 127 [D loss: [6.99420284e+11 6.99420600e+11]] [G loss: -324195.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 128 [D loss: [1.74484010e+12 1.74484043e+12]] [G loss: -57537.15625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 129 [D loss: [7.15749134e+11 7.15749289e+11]] [G loss: -221526.40625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 130 [D loss: [9.19336435e+11 9.19336550e+11]] [G loss: -411674.90625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 131 [D loss: [7.31921719e+11 7.31921762e+11]] [G loss: -414978.46875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 132 [D loss: [6.33917843e+11 6.33917932e+11]] [G loss: -549549.1875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 133 [D loss: [7.05019295e+11 7.05019432e+11]] [G loss: -644517.3125] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 134 [D loss: [6.05550039e+11 6.05550298e+11]] [G loss: -659276.0] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 11ms/step 135 [D loss: [6.26826805e+11 6.26826860e+11]] [G loss: -491073.5625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 136 [D loss: [6.18072832e+11 6.18072940e+11]] [G loss: -438532.65625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 137 [D loss: [6.90147786e+11 6.90147844e+11]] [G loss: -507127.84375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 138 [D loss: [5.96295573e+11 5.96295704e+11]] [G loss: -466439.375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 139 [D loss: [5.81531392e+11 5.81531457e+11]] [G loss: -480278.0] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 140 [D loss: [6.23462420e+11 6.23462459e+11]] [G loss: -471004.4375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 141 [D loss: [6.15482644e+11 6.15482739e+11]] [G loss: -433058.4375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 142 [D loss: [6.00088368e+11 6.00088528e+11]] [G loss: -394580.09375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 143 [D loss: [6.13707531e+11 6.13707614e+11]] [G loss: -243313.75] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 144 [D loss: [6.41641356e+11 6.41641440e+11]] [G loss: -300212.9375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 145 [D loss: [6.14495102e+11 6.14494968e+11]] [G loss: -282639.59375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 146 [D loss: [6.57562025e+11 6.57562041e+11]] [G loss: -275294.75] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 147 [D loss: [6.04195300e+11 6.04195308e+11]] [G loss: -192025.90625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 148 [D loss: [6.44718576e+11 6.44718766e+11]] [G loss: -63914.33984375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 149 [D loss: [6.67637536e+11 6.67637662e+11]] [G loss: 51482.9765625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 150 [D loss: [6.41324814e+11 6.41324852e+11]] [G loss: 42769.203125] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 151 [D loss: [6.03127250e+11 6.03127385e+11]] [G loss: -8412.220703125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 8ms/step 152 [D loss: [6.20336378e+11 6.20336656e+11]] [G loss: 64632.26171875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 11ms/step 153 [D loss: [5.98227303e+11 5.98227539e+11]] [G loss: -96807.953125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 154 [D loss: [6.39957670e+11 6.39957666e+11]] [G loss: -22810.884765625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 155 [D loss: [6.39114615e+11 6.39114601e+11]] [G loss: -53285.984375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 156 [D loss: [6.11589961e+11 6.11590026e+11]] [G loss: -74908.28125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 157 [D loss: [5.96692143e+11 5.96692263e+11]] [G loss: -155721.8125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 158 [D loss: [6.06006699e+11 6.06006965e+11]] [G loss: -135214.28125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 159 [D loss: [6.22904900e+11 6.22904867e+11]] [G loss: -361212.875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 160 [D loss: [6.09147750e+11 6.09147923e+11]] [G loss: -327865.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 161 [D loss: [6.01957792e+11 6.01957762e+11]] [G loss: -393058.0] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 162 [D loss: [5.79590143e+11 5.79590109e+11]] [G loss: -169573.75] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 163 [D loss: [6.24846993e+11 6.24846823e+11]] [G loss: -186143.515625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 164 [D loss: [6.28599236e+11 6.28599407e+11]] [G loss: -313947.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 165 [D loss: [6.62423277e+11 6.62423345e+11]] [G loss: -255418.09375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 166 [D loss: [6.17114770e+11 6.17114861e+11]] [G loss: -449400.875] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 167 [D loss: [5.96644049e+11 5.96644085e+11]] [G loss: -283863.15625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 168 [D loss: [5.89717638e+11 5.89717702e+11]] [G loss: -221613.203125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 169 [D loss: [5.93603937e+11 5.93603934e+11]] [G loss: -262912.875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 170 [D loss: [5.93598418e+11 5.93598539e+11]] [G loss: -142404.859375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 171 [D loss: [6.01020190e+11 6.01020185e+11]] [G loss: -138587.109375] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 172 [D loss: [5.87837735e+11 5.87837764e+11]] [G loss: -136737.5] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 173 [D loss: [6.02758707e+11 6.02758731e+11]] [G loss: 112464.375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 174 [D loss: [5.87385513e+11 5.87385559e+11]] [G loss: 240242.9375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 175 [D loss: [6.09368080e+11 6.09368069e+11]] [G loss: 193409.4375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 176 [D loss: [6.04088006e+11 6.04088075e+11]] [G loss: -10985.7421875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 177 [D loss: [6.34685664e+11 6.34685652e+11]] [G loss: 161744.59375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 178 [D loss: [6.58488975e+11 6.58489100e+11]] [G loss: 178992.609375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 179 [D loss: [6.95107131e+11 6.95107159e+11]] [G loss: 34762.65625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 180 [D loss: [5.82410718e+11 5.82410849e+11]] [G loss: -78543.0390625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 181 [D loss: [6.09031770e+11 6.09031901e+11]] [G loss: -182834.890625] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 182 [D loss: [6.14664824e+11 6.14664966e+11]] [G loss: -202437.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 183 [D loss: [6.13460693e+11 6.13460822e+11]] [G loss: -281325.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 184 [D loss: [5.99499256e+11 5.99499305e+11]] [G loss: -316016.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 185 [D loss: [5.88383916e+11 5.88384006e+11]] [G loss: -344995.875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 186 [D loss: [6.27188069e+11 6.27188200e+11]] [G loss: -383621.96875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 187 [D loss: [5.86229305e+11 5.86229429e+11]] [G loss: -388705.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 188 [D loss: [6.00079166e+11 6.00079250e+11]] [G loss: -560157.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 189 [D loss: [6.14865893e+11 6.14866051e+11]] [G loss: -603480.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 190 [D loss: [6.19986959e+11 6.19987117e+11]] [G loss: -550801.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 191 [D loss: [6.30063453e+11 6.30063382e+11]] [G loss: -595771.5] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 9ms/step 192 [D loss: [5.93635553e+11 5.93635585e+11]] [G loss: -369722.25] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 193 [D loss: [7.05300168e+11 7.05300378e+11]] [G loss: -484899.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 194 [D loss: [7.67039293e+11 7.67039420e+11]] [G loss: -192106.75] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 195 [D loss: [7.75098456e+11 7.75098308e+11]] [G loss: -196818.546875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 196 [D loss: [6.81903083e+11 6.81903325e+11]] [G loss: -29569.46484375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 197 [D loss: [6.71480350e+11 6.71480594e+11]] [G loss: 136369.15625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 198 [D loss: [6.84002324e+11 6.84002847e+11]] [G loss: 140467.90625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 199 [D loss: [7.07318719e+11 7.07318780e+11]] [G loss: 242818.71875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 200 [D loss: [6.90608465e+11 6.90608729e+11]] [G loss: 101904.359375] 1/1 [==============================] - 0s 30ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 201 [D loss: [6.58017383e+11 6.58017414e+11]] [G loss: 183134.46875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 202 [D loss: [6.49935924e+11 6.49935960e+11]] [G loss: 78120.53125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 203 [D loss: [6.41205045e+11 6.41205150e+11]] [G loss: -68568.953125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 204 [D loss: [6.10871955e+11 6.10871952e+11]] [G loss: -109116.953125] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 205 [D loss: [6.25635763e+11 6.25635754e+11]] [G loss: -294813.0] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 206 [D loss: [6.32814492e+11 6.32814661e+11]] [G loss: -404049.5625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 207 [D loss: [5.82027292e+11 5.82027283e+11]] [G loss: -491854.84375] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 208 [D loss: [5.87942185e+11 5.87942217e+11]] [G loss: -568282.25] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 209 [D loss: [6.50877539e+11 6.50877766e+11]] [G loss: -657852.0] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 210 [D loss: [5.82920827e+11 5.82921025e+11]] [G loss: -566717.875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 211 [D loss: [5.74156987e+11 5.74157205e+11]] [G loss: -657067.6875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 212 [D loss: [6.05042323e+11 6.05042525e+11]] [G loss: -682674.0625] 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 213 [D loss: [5.91736421e+11 5.91736599e+11]] [G loss: -822450.875] 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 214 [D loss: [5.84713840e+11 5.84713857e+11]] [G loss: -773519.375] 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 215 [D loss: [5.81925295e+11 5.81925330e+11]] [G loss: -502085.4375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 216 [D loss: [6.42513741e+11 6.42513786e+11]] [G loss: -261986.28125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 217 [D loss: [6.65810097e+11 6.65810285e+11]] [G loss: -102656.265625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 218 [D loss: [6.16747463e+11 6.16747542e+11]] [G loss: 115697.671875] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 219 [D loss: [5.99178135e+11 5.99178348e+11]] [G loss: 291561.4375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 220 [D loss: [6.26816837e+11 6.26817051e+11]] [G loss: 503752.03125] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 221 [D loss: [6.65485792e+11 6.65485987e+11]] [G loss: 628677.8125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 222 [D loss: [6.43843074e+11 6.43843243e+11]] [G loss: 765479.3125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 223 [D loss: [6.38999066e+11 6.38999169e+11]] [G loss: 621672.4375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 224 [D loss: [6.27168203e+11 6.27168346e+11]] [G loss: 537043.3125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 225 [D loss: [7.22036630e+11 7.22036685e+11]] [G loss: 530994.125] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 226 [D loss: [7.07813368e+11 7.07813542e+11]] [G loss: 438026.9375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 227 [D loss: [6.61952580e+11 6.61952796e+11]] [G loss: 332776.375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 228 [D loss: [6.56485042e+11 6.56485192e+11]] [G loss: 160191.640625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 229 [D loss: [6.36710128e+11 6.36710282e+11]] [G loss: 136270.59375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 9ms/step 230 [D loss: [6.59194443e+11 6.59194472e+11]] [G loss: -101420.2421875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 231 [D loss: [6.52345763e+11 6.52345953e+11]] [G loss: -10910.521484375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 232 [D loss: [6.32511685e+11 6.32511856e+11]] [G loss: -135552.953125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 233 [D loss: [6.58895787e+11 6.58896092e+11]] [G loss: -317560.5625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 234 [D loss: [6.79290989e+11 6.79291198e+11]] [G loss: -275200.96875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 235 [D loss: [6.15071784e+11 6.15071938e+11]] [G loss: -307129.25] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 236 [D loss: [6.60924833e+11 6.60924995e+11]] [G loss: -396036.8125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 237 [D loss: [6.73556161e+11 6.73556227e+11]] [G loss: -447462.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 9ms/step 238 [D loss: [6.62100066e+11 6.62100198e+11]] [G loss: -510244.15625] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 239 [D loss: [6.71375300e+11 6.71375503e+11]] [G loss: -620918.9375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 240 [D loss: [6.27529114e+11 6.27529322e+11]] [G loss: -597627.3125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 241 [D loss: [7.34168175e+11 7.34168312e+11]] [G loss: -784965.6875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 242 [D loss: [7.09391107e+11 7.09391279e+11]] [G loss: -527124.6875] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 243 [D loss: [6.40801421e+11 6.40801454e+11]] [G loss: -823585.0] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 244 [D loss: [6.21348448e+11 6.21348467e+11]] [G loss: -385447.625] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 245 [D loss: [1.13604960e+12 1.13604976e+12]] [G loss: -431388.75] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 246 [D loss: [6.76758499e+11 6.76758496e+11]] [G loss: -565572.375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 247 [D loss: [6.88676119e+11 6.88676343e+11]] [G loss: -324154.9375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 248 [D loss: [6.51548506e+11 6.51548536e+11]] [G loss: -212177.390625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 249 [D loss: [6.13079816e+11 6.13079850e+11]] [G loss: -174498.125] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 250 [D loss: [6.30290294e+11 6.30290260e+11]] [G loss: -131463.09375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 251 [D loss: [5.93047348e+11 5.93047343e+11]] [G loss: -147342.8125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 252 [D loss: [6.16143529e+11 6.16143559e+11]] [G loss: 59087.8828125] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 253 [D loss: [6.58569199e+11 6.58569261e+11]] [G loss: -14231.08984375] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 254 [D loss: [5.85798969e+11 5.85798921e+11]] [G loss: -82875.578125] 2/2 [==============================] - 0s 13ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 255 [D loss: [5.66275308e+11 5.66275284e+11]] [G loss: 237641.4375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 256 [D loss: [7.16777719e+11 7.16777838e+11]] [G loss: 149013.359375] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 257 [D loss: [1.57889261e+12 1.57889269e+12]] [G loss: 89390.5] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 258 [D loss: [1.23332672e+12 1.23332685e+12]] [G loss: 85574.53125] 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 259 [D loss: [1.25929254e+12 1.25929278e+12]] [G loss: 38524.78125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 260 [D loss: [1.15585143e+12 1.15585153e+12]] [G loss: -127725.234375] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 261 [D loss: [8.93918619e+11 8.93918765e+11]] [G loss: -233220.328125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 262 [D loss: [9.92530193e+11 9.92530368e+11]] [G loss: -337763.46875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 263 [D loss: [6.31880570e+11 6.31880645e+11]] [G loss: -335043.875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 264 [D loss: [6.52032276e+11 6.52032345e+11]] [G loss: -523591.59375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 265 [D loss: [6.28967432e+11 6.28967589e+11]] [G loss: -441970.875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 266 [D loss: [6.02090639e+11 6.02090839e+11]] [G loss: -338646.6875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 267 [D loss: [6.37003587e+11 6.37003692e+11]] [G loss: -399569.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 268 [D loss: [5.96919310e+11 5.96919466e+11]] [G loss: -337731.5625] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 269 [D loss: [5.58690683e+11 5.58690780e+11]] [G loss: -176290.3125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 270 [D loss: [8.61723290e+11 8.61723396e+11]] [G loss: -76615.5078125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 271 [D loss: [8.44869364e+11 8.44869563e+11]] [G loss: 18176.314453125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 272 [D loss: [6.37775858e+11 6.37776002e+11]] [G loss: -8812.359375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 273 [D loss: [7.94924317e+11 7.94924520e+11]] [G loss: -110119.6875] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 274 [D loss: [7.02383607e+11 7.02383710e+11]] [G loss: -44218.6796875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 275 [D loss: [6.36401322e+11 6.36401351e+11]] [G loss: -35863.73828125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 8ms/step 276 [D loss: [7.58152412e+11 7.58152453e+11]] [G loss: -64671.9765625] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 277 [D loss: [1.28372841e+12 1.28372858e+12]] [G loss: 56008.609375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 278 [D loss: [1.38333898e+12 1.38333914e+12]] [G loss: -219822.9375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 279 [D loss: [6.42109531e+11 6.42109698e+11]] [G loss: -585509.625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 280 [D loss: [6.30730087e+11 6.30730102e+11]] [G loss: -723340.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 281 [D loss: [6.47602849e+11 6.47603004e+11]] [G loss: -785462.625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 282 [D loss: [6.07141016e+11 6.07141008e+11]] [G loss: -733703.75] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 283 [D loss: [6.22999881e+11 6.23000082e+11]] [G loss: -734911.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 284 [D loss: [6.69488909e+11 6.69489035e+11]] [G loss: -887956.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 285 [D loss: [5.98861423e+11 5.98861669e+11]] [G loss: -932525.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 286 [D loss: [6.32766656e+11 6.32766796e+11]] [G loss: -856684.1875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 287 [D loss: [6.32522639e+11 6.32522673e+11]] [G loss: -672213.875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 288 [D loss: [6.15600404e+11 6.15600525e+11]] [G loss: -571166.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 289 [D loss: [6.74422575e+11 6.74422539e+11]] [G loss: -334125.78125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 290 [D loss: [9.75868049e+11 9.75868365e+11]] [G loss: -257026.609375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 291 [D loss: [6.43289662e+11 6.43289938e+11]] [G loss: -206219.8125] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 292 [D loss: [7.30310194e+11 7.30310356e+11]] [G loss: -61485.015625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 11ms/step 293 [D loss: [6.29313079e+11 6.29313210e+11]] [G loss: 48956.578125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 294 [D loss: [6.70503502e+11 6.70503654e+11]] [G loss: 178772.9375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 295 [D loss: [6.32609871e+11 6.32610135e+11]] [G loss: 70762.3515625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 296 [D loss: [6.95141587e+11 6.95141707e+11]] [G loss: 203425.296875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 297 [D loss: [6.68144437e+11 6.68144554e+11]] [G loss: 407970.65625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 298 [D loss: [7.86486448e+11 7.86486548e+11]] [G loss: 627363.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 299 [D loss: [6.66080382e+11 6.66080556e+11]] [G loss: 574479.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 300 [D loss: [6.64367526e+11 6.64367562e+11]] [G loss: 703106.0625] 1/1 [==============================] - 0s 27ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 301 [D loss: [6.6295849e+11 6.6295866e+11]] [G loss: 548214.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 302 [D loss: [5.97255110e+11 5.97255203e+11]] [G loss: 585253.375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 303 [D loss: [5.97274299e+11 5.97274472e+11]] [G loss: 412848.6875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 304 [D loss: [6.22064437e+11 6.22064606e+11]] [G loss: 386052.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 305 [D loss: [5.93473266e+11 5.93473272e+11]] [G loss: 333995.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 306 [D loss: [5.97934380e+11 5.97934572e+11]] [G loss: 67351.453125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 307 [D loss: [5.98130043e+11 5.98130326e+11]] [G loss: -79887.828125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 308 [D loss: [6.15189237e+11 6.15189540e+11]] [G loss: -36615.21875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 309 [D loss: [6.18996972e+11 6.18997036e+11]] [G loss: -173129.546875] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 310 [D loss: [6.74151869e+11 6.74152186e+11]] [G loss: -156169.1875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 311 [D loss: [6.11312156e+11 6.11312140e+11]] [G loss: -586117.75] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 312 [D loss: [5.95609059e+11 5.95609416e+11]] [G loss: -235033.78125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 313 [D loss: [6.36640989e+11 6.36641144e+11]] [G loss: -657129.375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 314 [D loss: [6.01839228e+11 6.01839243e+11]] [G loss: -767285.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 315 [D loss: [5.86054705e+11 5.86054922e+11]] [G loss: -456106.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 316 [D loss: [6.05722696e+11 6.05722820e+11]] [G loss: -678212.375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 317 [D loss: [6.09668023e+11 6.09668087e+11]] [G loss: -633342.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 318 [D loss: [6.46923730e+11 6.46923819e+11]] [G loss: -402023.34375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 319 [D loss: [6.41852003e+11 6.41852141e+11]] [G loss: -581231.5] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 320 [D loss: [6.09048916e+11 6.09048960e+11]] [G loss: -643060.625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 8ms/step 321 [D loss: [6.22192345e+11 6.22192512e+11]] [G loss: -536618.8125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 322 [D loss: [6.19558306e+11 6.19558354e+11]] [G loss: -524454.1875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 323 [D loss: [6.09733353e+11 6.09733391e+11]] [G loss: -458273.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 324 [D loss: [6.07365922e+11 6.07366008e+11]] [G loss: -301621.78125] 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 325 [D loss: [6.19349234e+11 6.19349229e+11]] [G loss: -362274.9375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 326 [D loss: [6.56996957e+11 6.56996990e+11]] [G loss: -411257.78125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 9ms/step 327 [D loss: [5.74019338e+11 5.74019466e+11]] [G loss: -307720.6875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 328 [D loss: [5.71836821e+11 5.71836809e+11]] [G loss: -269764.40625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 329 [D loss: [5.80005423e+11 5.80005467e+11]] [G loss: -159435.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 330 [D loss: [5.81272455e+11 5.81272498e+11]] [G loss: -189419.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 331 [D loss: [5.90785954e+11 5.90786205e+11]] [G loss: -169383.765625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 17ms/step 332 [D loss: [5.82199561e+11 5.82199581e+11]] [G loss: -122499.2109375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 7ms/step 333 [D loss: [6.30290659e+11 6.30290768e+11]] [G loss: -206474.078125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 334 [D loss: [7.04625295e+11 7.04625341e+11]] [G loss: -304960.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 335 [D loss: [7.29146776e+11 7.29146934e+11]] [G loss: -432619.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 336 [D loss: [8.40436556e+11 8.40436760e+11]] [G loss: -416466.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 337 [D loss: [8.57545182e+11 8.57545327e+11]] [G loss: -535324.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 338 [D loss: [6.96437029e+11 6.96437155e+11]] [G loss: -603332.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 339 [D loss: [7.79438048e+11 7.79438202e+11]] [G loss: -650356.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 340 [D loss: [7.35848796e+11 7.35848879e+11]] [G loss: -671212.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 341 [D loss: [7.71356617e+11 7.71356720e+11]] [G loss: -547644.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 342 [D loss: [5.97517025e+11 5.97517136e+11]] [G loss: -501706.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 11ms/step 343 [D loss: [7.93884888e+11 7.93884974e+11]] [G loss: -405315.71875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 344 [D loss: [9.64993750e+11 9.64993843e+11]] [G loss: -343207.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 345 [D loss: [6.20471196e+11 6.20471296e+11]] [G loss: -332941.65625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 346 [D loss: [7.78983291e+11 7.78983405e+11]] [G loss: -309389.1875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 347 [D loss: [1.37682545e+12 1.37682569e+12]] [G loss: -27400.78125] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 348 [D loss: [1.33154781e+12 1.33154805e+12]] [G loss: 72640.5078125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 349 [D loss: [7.49350127e+11 7.49350261e+11]] [G loss: -125332.640625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 350 [D loss: [1.39723054e+12 1.39723069e+12]] [G loss: 7324.13671875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 351 [D loss: [9.38442463e+11 9.38442587e+11]] [G loss: 17766.2890625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 352 [D loss: [8.26358107e+11 8.26358313e+11]] [G loss: -43216.04296875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 353 [D loss: [8.09430444e+11 8.09430699e+11]] [G loss: -179419.359375] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 354 [D loss: [7.14678983e+11 7.14679202e+11]] [G loss: -5702.04296875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 355 [D loss: [7.48617996e+11 7.48618273e+11]] [G loss: -202334.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 356 [D loss: [7.50780894e+11 7.50781102e+11]] [G loss: -120677.9296875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 357 [D loss: [6.57301763e+11 6.57301997e+11]] [G loss: -84047.7734375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 358 [D loss: [7.95344191e+11 7.95344415e+11]] [G loss: -234084.578125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 359 [D loss: [6.42956690e+11 6.42956879e+11]] [G loss: -126839.515625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 360 [D loss: [6.58647051e+11 6.58647102e+11]] [G loss: -198520.65625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 361 [D loss: [7.51255171e+11 7.51255342e+11]] [G loss: -99701.78125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 362 [D loss: [6.55490404e+11 6.55490444e+11]] [G loss: -137573.90625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 363 [D loss: [6.46516528e+11 6.46516582e+11]] [G loss: -239062.078125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 364 [D loss: [6.22012336e+11 6.22012460e+11]] [G loss: -94947.2109375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 365 [D loss: [6.17994425e+11 6.17994482e+11]] [G loss: -191448.71875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 366 [D loss: [6.93589129e+11 6.93589322e+11]] [G loss: -239465.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 367 [D loss: [6.26831579e+11 6.26831769e+11]] [G loss: -271301.1875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 368 [D loss: [6.23639578e+11 6.23639755e+11]] [G loss: -262172.0] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 369 [D loss: [5.85732511e+11 5.85732611e+11]] [G loss: -216409.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 370 [D loss: [5.91116414e+11 5.91116564e+11]] [G loss: -294863.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 371 [D loss: [6.61682323e+11 6.61682384e+11]] [G loss: -447882.15625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 372 [D loss: [5.79988586e+11 5.79988460e+11]] [G loss: -425326.15625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 373 [D loss: [6.30129638e+11 6.30129709e+11]] [G loss: -521487.8125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 374 [D loss: [5.94275149e+11 5.94275301e+11]] [G loss: -624095.875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 6ms/step 375 [D loss: [6.09900905e+11 6.09900940e+11]] [G loss: -552033.125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 376 [D loss: [5.79654839e+11 5.79655051e+11]] [G loss: -495690.75] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 377 [D loss: [6.58959203e+11 6.58959426e+11]] [G loss: -680791.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 378 [D loss: [5.88905941e+11 5.88906129e+11]] [G loss: -623509.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 379 [D loss: [5.90820477e+11 5.90820644e+11]] [G loss: -627833.75] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 380 [D loss: [5.72972750e+11 5.72972876e+11]] [G loss: -554439.3125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 381 [D loss: [5.99113845e+11 5.99114049e+11]] [G loss: -488564.46875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 8ms/step 382 [D loss: [6.24363969e+11 6.24363986e+11]] [G loss: -371583.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 383 [D loss: [5.76136072e+11 5.76136215e+11]] [G loss: -260953.171875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 384 [D loss: [5.95358278e+11 5.95358376e+11]] [G loss: -310551.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 385 [D loss: [5.95196322e+11 5.95196537e+11]] [G loss: -188494.265625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 386 [D loss: [6.08683950e+11 6.08684079e+11]] [G loss: -125792.3125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 387 [D loss: [6.13742239e+11 6.13742345e+11]] [G loss: 15846.82421875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 388 [D loss: [6.02072386e+11 6.02072519e+11]] [G loss: 28795.84375] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 389 [D loss: [6.14029784e+11 6.14029875e+11]] [G loss: 45362.34765625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 390 [D loss: [6.77337895e+11 6.77338032e+11]] [G loss: 25338.12109375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 391 [D loss: [6.84142995e+11 6.84143094e+11]] [G loss: -143102.390625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 392 [D loss: [6.37323883e+11 6.37323970e+11]] [G loss: -123304.953125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 393 [D loss: [6.90331570e+11 6.90331699e+11]] [G loss: -465190.625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 394 [D loss: [6.81021922e+11 6.81022087e+11]] [G loss: -472476.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 395 [D loss: [6.57339258e+11 6.57339257e+11]] [G loss: -453504.9375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 396 [D loss: [5.97860127e+11 5.97860079e+11]] [G loss: -474473.0625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 397 [D loss: [6.52197355e+11 6.52197460e+11]] [G loss: -559464.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 398 [D loss: [8.33315508e+11 8.33315462e+11]] [G loss: -486619.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 399 [D loss: [7.36799200e+11 7.36799215e+11]] [G loss: -593884.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 400 [D loss: [6.33703111e+11 6.33703130e+11]] [G loss: -395202.0] 1/1 [==============================] - 0s 23ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 401 [D loss: [6.09909882e+11 6.09909942e+11]] [G loss: -413289.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 402 [D loss: [7.15080523e+11 7.15080582e+11]] [G loss: -345324.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 403 [D loss: [6.84993483e+11 6.84993587e+11]] [G loss: -210282.59375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 404 [D loss: [6.08692861e+11 6.08693014e+11]] [G loss: -273840.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 405 [D loss: [6.36802454e+11 6.36802566e+11]] [G loss: -193037.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 406 [D loss: [6.60174899e+11 6.60174979e+11]] [G loss: -281595.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 407 [D loss: [6.08218428e+11 6.08218314e+11]] [G loss: -325912.375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 408 [D loss: [6.33957523e+11 6.33957694e+11]] [G loss: -405927.875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 409 [D loss: [6.46522491e+11 6.46522455e+11]] [G loss: -443449.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 410 [D loss: [7.04084197e+11 7.04084246e+11]] [G loss: -489956.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 411 [D loss: [6.56916879e+11 6.56916956e+11]] [G loss: -651743.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 412 [D loss: [6.10279743e+11 6.10279764e+11]] [G loss: -601230.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 413 [D loss: [6.33952661e+11 6.33952634e+11]] [G loss: -595267.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 414 [D loss: [6.24441390e+11 6.24441468e+11]] [G loss: -336126.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 415 [D loss: [6.55039815e+11 6.55039949e+11]] [G loss: -423303.65625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 416 [D loss: [6.64632977e+11 6.64633042e+11]] [G loss: -432981.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 417 [D loss: [6.41217746e+11 6.41217824e+11]] [G loss: -306563.6875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 418 [D loss: [7.16148706e+11 7.16148992e+11]] [G loss: -356475.59375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 17ms/step 419 [D loss: [6.74995462e+11 6.74995660e+11]] [G loss: -393339.6875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 420 [D loss: [6.77774889e+11 6.77775057e+11]] [G loss: -396450.28125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 421 [D loss: [6.45399118e+11 6.45399199e+11]] [G loss: -403973.25] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 422 [D loss: [6.54309539e+11 6.54309713e+11]] [G loss: -469421.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 423 [D loss: [6.40860367e+11 6.40860525e+11]] [G loss: -330093.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 424 [D loss: [6.43570886e+11 6.43570873e+11]] [G loss: -442681.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 425 [D loss: [7.46698361e+11 7.46698150e+11]] [G loss: -615377.75] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 426 [D loss: [6.45144104e+11 6.45144045e+11]] [G loss: -440862.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 427 [D loss: [6.54220123e+11 6.54220034e+11]] [G loss: -507451.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 428 [D loss: [6.63926748e+11 6.63926840e+11]] [G loss: -402251.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 429 [D loss: [7.05500195e+11 7.05500408e+11]] [G loss: -159109.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 430 [D loss: [7.43131228e+11 7.43131593e+11]] [G loss: -171240.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 431 [D loss: [6.47504786e+11 6.47504964e+11]] [G loss: -179906.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 432 [D loss: [6.61259141e+11 6.61259164e+11]] [G loss: -92440.734375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 433 [D loss: [7.89888780e+11 7.89889119e+11]] [G loss: -3775.4794921875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 434 [D loss: [6.48855658e+11 6.48855828e+11]] [G loss: -111211.0390625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 435 [D loss: [7.02483225e+11 7.02483496e+11]] [G loss: 91515.953125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 436 [D loss: [6.50984158e+11 6.50984332e+11]] [G loss: -88151.953125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 437 [D loss: [6.61794045e+11 6.61794501e+11]] [G loss: -79661.796875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 438 [D loss: [7.02174593e+11 7.02174799e+11]] [G loss: -119828.671875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 439 [D loss: [7.62869287e+11 7.62869685e+11]] [G loss: -134280.59375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 440 [D loss: [6.72405863e+11 6.72405968e+11]] [G loss: -46396.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 441 [D loss: [6.49285237e+11 6.49285235e+11]] [G loss: -498184.53125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 442 [D loss: [6.43397850e+11 6.43397869e+11]] [G loss: -403483.0625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 443 [D loss: [6.09045521e+11 6.09045451e+11]] [G loss: -254658.828125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 444 [D loss: [7.40080526e+11 7.40080725e+11]] [G loss: -299156.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 445 [D loss: [6.41117426e+11 6.41117536e+11]] [G loss: -256105.90625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 446 [D loss: [6.37230936e+11 6.37230915e+11]] [G loss: -100947.859375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 447 [D loss: [8.79715629e+11 8.79715656e+11]] [G loss: -127809.078125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 448 [D loss: [6.56016533e+11 6.56016634e+11]] [G loss: -237908.96875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 449 [D loss: [6.34486399e+11 6.34486489e+11]] [G loss: -271627.90625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 450 [D loss: [6.37191995e+11 6.37192167e+11]] [G loss: -266631.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 451 [D loss: [6.24882189e+11 6.24882345e+11]] [G loss: -133538.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 452 [D loss: [1.25537801e+12 1.25537829e+12]] [G loss: -27251.453125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 10ms/step 453 [D loss: [8.02618033e+11 8.02618150e+11]] [G loss: -352086.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 454 [D loss: [8.96580859e+11 8.96581049e+11]] [G loss: -233861.234375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 455 [D loss: [1.10493198e+12 1.10493232e+12]] [G loss: -138674.796875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 456 [D loss: [6.97098180e+11 6.97098338e+11]] [G loss: -253221.4375] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 457 [D loss: [6.83961757e+11 6.83961864e+11]] [G loss: -352768.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 458 [D loss: [5.95330674e+11 5.95330903e+11]] [G loss: -173295.359375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 459 [D loss: [7.01383856e+11 7.01384115e+11]] [G loss: -201638.53125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 460 [D loss: [6.28070920e+11 6.28071009e+11]] [G loss: -61229.28125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 461 [D loss: [6.84797289e+11 6.84797382e+11]] [G loss: -40992.85546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 462 [D loss: [6.26583847e+11 6.26583950e+11]] [G loss: -176765.609375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 463 [D loss: [6.08046855e+11 6.08046853e+11]] [G loss: -92108.9609375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 464 [D loss: [6.22785002e+11 6.22784976e+11]] [G loss: -85020.0546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 465 [D loss: [5.73835290e+11 5.73835258e+11]] [G loss: -93845.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 466 [D loss: [6.07045204e+11 6.07045285e+11]] [G loss: -214947.40625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 467 [D loss: [5.99211035e+11 5.99211127e+11]] [G loss: -445635.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 468 [D loss: [6.45257899e+11 6.45258041e+11]] [G loss: -436266.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 469 [D loss: [6.16318008e+11 6.16318204e+11]] [G loss: -580718.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 470 [D loss: [5.79212907e+11 5.79212993e+11]] [G loss: -595992.5625] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 471 [D loss: [6.16730123e+11 6.16730148e+11]] [G loss: -706459.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 472 [D loss: [7.04004418e+11 7.04004545e+11]] [G loss: -628760.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 473 [D loss: [5.82284697e+11 5.82284710e+11]] [G loss: -635939.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 474 [D loss: [5.68602473e+11 5.68602511e+11]] [G loss: -734731.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 475 [D loss: [5.92435954e+11 5.92436045e+11]] [G loss: -517283.65625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 476 [D loss: [6.05724822e+11 6.05724954e+11]] [G loss: -566956.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 477 [D loss: [6.19994137e+11 6.19994163e+11]] [G loss: -498933.84375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 478 [D loss: [6.27227253e+11 6.27227415e+11]] [G loss: -206200.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 479 [D loss: [1.29712427e+12 1.29712442e+12]] [G loss: 34557.69140625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 480 [D loss: [7.59121042e+11 7.59121095e+11]] [G loss: 76379.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 481 [D loss: [7.94583149e+11 7.94583248e+11]] [G loss: 244482.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 482 [D loss: [7.55729125e+11 7.55729223e+11]] [G loss: 136651.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 483 [D loss: [8.29905532e+11 8.29905533e+11]] [G loss: 260621.375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 484 [D loss: [9.69730416e+11 9.69730586e+11]] [G loss: 301545.5] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 5ms/step 485 [D loss: [9.53960793e+11 9.53960928e+11]] [G loss: 132777.09375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 486 [D loss: [8.83631715e+11 8.83631857e+11]] [G loss: 20452.9921875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 487 [D loss: [9.83481984e+11 9.83482007e+11]] [G loss: -8249.7265625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 488 [D loss: [1.20178198e+12 1.20178216e+12]] [G loss: 239035.40625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 489 [D loss: [8.95414449e+11 8.95414430e+11]] [G loss: -33771.85546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 490 [D loss: [1.00882978e+12 1.00882990e+12]] [G loss: -35359.375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 491 [D loss: [1.55098124e+12 1.55098144e+12]] [G loss: 97226.0390625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 492 [D loss: [9.18778172e+11 9.18778329e+11]] [G loss: -258691.390625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 493 [D loss: [6.54601576e+11 6.54601661e+11]] [G loss: -302650.625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 494 [D loss: [6.42263796e+11 6.42263736e+11]] [G loss: -136564.34375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 495 [D loss: [6.29241116e+11 6.29241221e+11]] [G loss: -259025.734375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 496 [D loss: [6.92336319e+11 6.92336362e+11]] [G loss: -217695.96875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 497 [D loss: [6.99879803e+11 6.99879953e+11]] [G loss: -35831.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 498 [D loss: [1.02306069e+12 1.02306091e+12]] [G loss: -11335.078125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 499 [D loss: [6.86291116e+11 6.86291186e+11]] [G loss: 43400.578125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 500 [D loss: [7.35020846e+11 7.35021006e+11]] [G loss: 124937.109375] 1/1 [==============================] - 0s 24ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 501 [D loss: [6.81471302e+11 6.81471382e+11]] [G loss: 200354.859375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 502 [D loss: [6.46176838e+11 6.46177041e+11]] [G loss: 352333.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 503 [D loss: [6.45175311e+11 6.45175463e+11]] [G loss: 260439.96875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 504 [D loss: [1.04437541e+12 1.04437558e+12]] [G loss: 439885.96875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 505 [D loss: [7.14830457e+11 7.14830714e+11]] [G loss: 504371.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 506 [D loss: [7.22757751e+11 7.22757955e+11]] [G loss: 303620.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 507 [D loss: [8.90116027e+11 8.90116293e+11]] [G loss: 297407.78125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 508 [D loss: [9.80707266e+11 9.80707443e+11]] [G loss: 326760.34375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 509 [D loss: [6.61397148e+11 6.61397397e+11]] [G loss: 172240.234375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 510 [D loss: [6.81680323e+11 6.81680489e+11]] [G loss: 115324.7421875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 511 [D loss: [6.58551759e+11 6.58551887e+11]] [G loss: -2987.328125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 512 [D loss: [6.70495722e+11 6.70495855e+11]] [G loss: -44180.90625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 513 [D loss: [6.90751429e+11 6.90751549e+11]] [G loss: -190368.5625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 514 [D loss: [6.32125283e+11 6.32125501e+11]] [G loss: -198067.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 515 [D loss: [6.44954859e+11 6.44955057e+11]] [G loss: -321667.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 516 [D loss: [5.80616152e+11 5.80616383e+11]] [G loss: -321566.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 517 [D loss: [8.86246659e+11 8.86246968e+11]] [G loss: -458084.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 518 [D loss: [6.34065699e+11 6.34065844e+11]] [G loss: -356585.15625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 519 [D loss: [7.11041562e+11 7.11041841e+11]] [G loss: -339563.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 520 [D loss: [7.10875339e+11 7.10875452e+11]] [G loss: -575942.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 521 [D loss: [6.12847420e+11 6.12847687e+11]] [G loss: -600388.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 522 [D loss: [6.19642842e+11 6.19643080e+11]] [G loss: -706341.8125] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 523 [D loss: [6.26192703e+11 6.26192895e+11]] [G loss: -630528.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 524 [D loss: [6.01758293e+11 6.01758390e+11]] [G loss: -481543.84375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 525 [D loss: [6.30958769e+11 6.30958998e+11]] [G loss: -484230.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 526 [D loss: [6.23046062e+11 6.23046333e+11]] [G loss: -467844.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 527 [D loss: [6.15475828e+11 6.15476179e+11]] [G loss: -507462.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 528 [D loss: [6.16751441e+11 6.16751643e+11]] [G loss: -243137.34375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 529 [D loss: [6.23055195e+11 6.23055311e+11]] [G loss: -368686.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 530 [D loss: [6.23578218e+11 6.23578379e+11]] [G loss: -167499.59375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 531 [D loss: [6.26103771e+11 6.26104040e+11]] [G loss: -167225.90625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 532 [D loss: [7.02276814e+11 7.02276958e+11]] [G loss: -174311.546875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 533 [D loss: [6.40084026e+11 6.40084052e+11]] [G loss: -282004.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 534 [D loss: [6.4759927e+11 6.4759947e+11]] [G loss: -155881.78125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 535 [D loss: [6.40863287e+11 6.40863339e+11]] [G loss: -157730.78125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 536 [D loss: [6.11490333e+11 6.11490538e+11]] [G loss: -40496.9921875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 537 [D loss: [6.38436104e+11 6.38436209e+11]] [G loss: -40889.9296875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 538 [D loss: [6.54177366e+11 6.54177637e+11]] [G loss: 230173.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 539 [D loss: [6.42735782e+11 6.42735795e+11]] [G loss: 205239.65625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 540 [D loss: [6.21060809e+11 6.21061065e+11]] [G loss: 174603.453125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 541 [D loss: [7.14335579e+11 7.14335849e+11]] [G loss: 280082.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 542 [D loss: [6.50985284e+11 6.50985390e+11]] [G loss: 286645.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 543 [D loss: [6.88983008e+11 6.88983391e+11]] [G loss: 499639.8125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 544 [D loss: [6.52094149e+11 6.52094307e+11]] [G loss: 501436.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 545 [D loss: [7.14598172e+11 7.14598584e+11]] [G loss: 649265.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 546 [D loss: [6.87135031e+11 6.87135070e+11]] [G loss: 229927.03125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 547 [D loss: [6.78746899e+11 6.78747242e+11]] [G loss: 77396.9453125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 548 [D loss: [6.38116293e+11 6.38116417e+11]] [G loss: -35326.62109375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 549 [D loss: [6.50010454e+11 6.50010487e+11]] [G loss: -255316.40625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 550 [D loss: [6.31992498e+11 6.31992607e+11]] [G loss: -355298.15625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 551 [D loss: [6.33946911e+11 6.33947097e+11]] [G loss: -582026.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 552 [D loss: [6.20497697e+11 6.20497781e+11]] [G loss: -695013.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 553 [D loss: [6.68978984e+11 6.68979053e+11]] [G loss: -811960.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 554 [D loss: [6.79003404e+11 6.79003633e+11]] [G loss: -899139.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 555 [D loss: [7.05499977e+11 7.05499961e+11]] [G loss: -964989.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 556 [D loss: [6.63210960e+11 6.63211029e+11]] [G loss: -852564.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 557 [D loss: [8.62704688e+11 8.62704909e+11]] [G loss: -884348.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 558 [D loss: [7.13374508e+11 7.13374482e+11]] [G loss: -853760.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 559 [D loss: [7.76106647e+11 7.76106795e+11]] [G loss: -668017.125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 560 [D loss: [7.75532531e+11 7.75532601e+11]] [G loss: -323672.4375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 561 [D loss: [1.41040477e+12 1.41040496e+12]] [G loss: -75582.359375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 562 [D loss: [8.46248873e+11 8.46249122e+11]] [G loss: -57714.0625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 563 [D loss: [1.04711241e+12 1.04711278e+12]] [G loss: 271215.96875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 564 [D loss: [7.30417721e+11 7.30418206e+11]] [G loss: 325594.96875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 565 [D loss: [7.95081111e+11 7.95081288e+11]] [G loss: 695208.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 566 [D loss: [8.11895228e+11 8.11895428e+11]] [G loss: 696452.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 9ms/step 567 [D loss: [6.73929920e+11 6.73930224e+11]] [G loss: 620493.3125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 568 [D loss: [6.83268834e+11 6.83269207e+11]] [G loss: 551176.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 569 [D loss: [6.75604750e+11 6.75604979e+11]] [G loss: 557555.6875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 570 [D loss: [6.63753673e+11 6.63753752e+11]] [G loss: 231735.46875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 571 [D loss: [6.51966475e+11 6.51966464e+11]] [G loss: 230727.21875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 572 [D loss: [6.29146654e+11 6.29146886e+11]] [G loss: -39878.671875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 573 [D loss: [6.01131527e+11 6.01131765e+11]] [G loss: -53326.9453125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 574 [D loss: [6.26545894e+11 6.26546135e+11]] [G loss: -258186.90625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 5ms/step 575 [D loss: [6.02647573e+11 6.02647809e+11]] [G loss: -354203.6875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 576 [D loss: [6.10506545e+11 6.10506754e+11]] [G loss: -526943.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 577 [D loss: [5.84884017e+11 5.84884308e+11]] [G loss: -389548.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 578 [D loss: [5.74639285e+11 5.74639588e+11]] [G loss: -793231.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 579 [D loss: [6.0708042e+11 6.0708065e+11]] [G loss: -619823.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 580 [D loss: [6.03211667e+11 6.03211877e+11]] [G loss: -513215.09375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 581 [D loss: [5.58426801e+11 5.58427229e+11]] [G loss: -562474.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 582 [D loss: [6.11704547e+11 6.11704857e+11]] [G loss: -955547.0625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 583 [D loss: [6.27773607e+11 6.27773923e+11]] [G loss: -818118.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 584 [D loss: [5.89804166e+11 5.89804331e+11]] [G loss: -477234.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 585 [D loss: [5.94415868e+11 5.94416018e+11]] [G loss: -902481.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 586 [D loss: [5.83431605e+11 5.83431660e+11]] [G loss: -806853.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 587 [D loss: [6.06633938e+11 6.06634144e+11]] [G loss: -508845.375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 588 [D loss: [5.89475264e+11 5.89475459e+11]] [G loss: -533802.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 589 [D loss: [5.92013263e+11 5.92013536e+11]] [G loss: -390498.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 590 [D loss: [6.46210014e+11 6.46210201e+11]] [G loss: -194961.21875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 591 [D loss: [5.99480409e+11 5.99480568e+11]] [G loss: -74992.5859375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 592 [D loss: [6.48179605e+11 6.48179805e+11]] [G loss: 156287.28125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 593 [D loss: [6.46277651e+11 6.46277901e+11]] [G loss: 63559.27734375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 594 [D loss: [6.57396081e+11 6.57396374e+11]] [G loss: 284444.09375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 595 [D loss: [6.71593107e+11 6.71593199e+11]] [G loss: 320993.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 596 [D loss: [6.72898879e+11 6.72898989e+11]] [G loss: 261141.6875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 597 [D loss: [6.74643582e+11 6.74643594e+11]] [G loss: 275614.09375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 598 [D loss: [6.47043311e+11 6.47043353e+11]] [G loss: 291428.96875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 599 [D loss: [6.33301846e+11 6.33301645e+11]] [G loss: 108815.59375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 600 [D loss: [7.20526410e+11 7.20526509e+11]] [G loss: 19198.2421875] 1/1 [==============================] - 0s 23ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 601 [D loss: [6.17020694e+11 6.17020848e+11]] [G loss: -120691.9609375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 602 [D loss: [6.01176358e+11 6.01176447e+11]] [G loss: 65631.6015625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 603 [D loss: [6.14744942e+11 6.14745129e+11]] [G loss: -214337.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 604 [D loss: [6.67228285e+11 6.67228473e+11]] [G loss: -319141.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 605 [D loss: [6.57942785e+11 6.57943035e+11]] [G loss: -255413.984375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 606 [D loss: [6.51701482e+11 6.51701601e+11]] [G loss: -334468.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 607 [D loss: [6.52096496e+11 6.52096514e+11]] [G loss: -303199.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 608 [D loss: [6.78698585e+11 6.78698817e+11]] [G loss: -296459.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 609 [D loss: [6.15571758e+11 6.15572047e+11]] [G loss: -195410.984375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 610 [D loss: [6.38223301e+11 6.38223314e+11]] [G loss: -146320.109375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 611 [D loss: [6.34982290e+11 6.34982507e+11]] [G loss: -329608.25] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 612 [D loss: [6.7488664e+11 6.7488663e+11]] [G loss: -211039.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 613 [D loss: [6.72287918e+11 6.72288148e+11]] [G loss: -307322.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 614 [D loss: [6.25411124e+11 6.25411333e+11]] [G loss: -291579.65625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 615 [D loss: [6.38734613e+11 6.38734764e+11]] [G loss: -247235.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 616 [D loss: [6.23392465e+11 6.23392573e+11]] [G loss: -334118.15625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 617 [D loss: [6.33554113e+11 6.33554300e+11]] [G loss: -457361.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 618 [D loss: [6.38250925e+11 6.38251077e+11]] [G loss: -518040.84375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 619 [D loss: [6.45922131e+11 6.45922546e+11]] [G loss: -393359.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 620 [D loss: [6.60871648e+11 6.60872041e+11]] [G loss: -646293.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 621 [D loss: [6.65876246e+11 6.65876381e+11]] [G loss: -716166.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 622 [D loss: [6.37718905e+11 6.37718878e+11]] [G loss: -849355.75] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 623 [D loss: [6.53949627e+11 6.53949633e+11]] [G loss: -765356.0625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 624 [D loss: [6.53365754e+11 6.53365963e+11]] [G loss: -806878.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 625 [D loss: [6.70126413e+11 6.70126725e+11]] [G loss: -1163607.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 626 [D loss: [6.89474565e+11 6.89474549e+11]] [G loss: -902784.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 627 [D loss: [7.49197176e+11 7.49197187e+11]] [G loss: -793870.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 628 [D loss: [6.34911924e+11 6.34912107e+11]] [G loss: -787639.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 629 [D loss: [7.34762393e+11 7.34762355e+11]] [G loss: -940037.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 630 [D loss: [6.25167853e+11 6.25167892e+11]] [G loss: -235034.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 631 [D loss: [6.35899526e+11 6.35899616e+11]] [G loss: -45094.01171875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 632 [D loss: [6.60724239e+11 6.60724445e+11]] [G loss: 339361.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 633 [D loss: [7.30408583e+11 7.30408730e+11]] [G loss: 705817.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 634 [D loss: [6.81745691e+11 6.81746003e+11]] [G loss: 899986.125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 635 [D loss: [7.25179073e+11 7.25179523e+11]] [G loss: 1296295.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 636 [D loss: [7.73650373e+11 7.73650686e+11]] [G loss: 1578858.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 637 [D loss: [7.49892042e+11 7.49892011e+11]] [G loss: 1499681.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 638 [D loss: [7.37016481e+11 7.37016601e+11]] [G loss: 1311550.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 639 [D loss: [7.11855537e+11 7.11855379e+11]] [G loss: 1047607.25] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 640 [D loss: [7.13966537e+11 7.13966526e+11]] [G loss: 857827.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 641 [D loss: [7.00669513e+11 7.00669448e+11]] [G loss: 448725.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 642 [D loss: [7.19255902e+11 7.19256016e+11]] [G loss: 148579.515625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 643 [D loss: [7.66040616e+11 7.66040764e+11]] [G loss: -40158.6015625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 644 [D loss: [8.10933099e+11 8.10933024e+11]] [G loss: -199547.203125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 645 [D loss: [6.92625522e+11 6.92625542e+11]] [G loss: -501263.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 646 [D loss: [6.39298099e+11 6.39298294e+11]] [G loss: -397999.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 647 [D loss: [6.88520099e+11 6.88520582e+11]] [G loss: -722653.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 648 [D loss: [6.39673190e+11 6.39673406e+11]] [G loss: -798761.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 649 [D loss: [6.60907060e+11 6.60907132e+11]] [G loss: -561607.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 650 [D loss: [6.81710810e+11 6.81710982e+11]] [G loss: -705680.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 651 [D loss: [7.45351365e+11 7.45351502e+11]] [G loss: -751865.375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 652 [D loss: [7.72814324e+11 7.72814416e+11]] [G loss: -672978.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 653 [D loss: [8.49772032e+11 8.49772143e+11]] [G loss: -648057.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 8ms/step 654 [D loss: [6.75247143e+11 6.75247308e+11]] [G loss: -583221.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 655 [D loss: [1.08580957e+12 1.08580959e+12]] [G loss: -201677.6875] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 656 [D loss: [8.06056095e+11 8.06056024e+11]] [G loss: -219646.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 657 [D loss: [8.36170779e+11 8.36170806e+11]] [G loss: -47431.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 658 [D loss: [7.35720076e+11 7.35720124e+11]] [G loss: 249558.40625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 659 [D loss: [8.9076780e+11 8.9076781e+11]] [G loss: 401142.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 660 [D loss: [8.33914420e+11 8.33914382e+11]] [G loss: 590388.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 661 [D loss: [7.09236994e+11 7.09237077e+11]] [G loss: 832165.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 662 [D loss: [7.86106279e+11 7.86106241e+11]] [G loss: 762431.3125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 663 [D loss: [7.20191524e+11 7.20191588e+11]] [G loss: 869167.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 664 [D loss: [7.00450536e+11 7.00450538e+11]] [G loss: 866845.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 665 [D loss: [7.42242722e+11 7.42242886e+11]] [G loss: 1088941.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 666 [D loss: [7.01453922e+11 7.01453908e+11]] [G loss: 923697.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 667 [D loss: [7.19781566e+11 7.19781665e+11]] [G loss: 873989.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 668 [D loss: [6.80745934e+11 6.80745955e+11]] [G loss: 584229.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 669 [D loss: [6.74810719e+11 6.74810767e+11]] [G loss: 450479.0625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 670 [D loss: [7.09674526e+11 7.09674500e+11]] [G loss: 398225.4375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 671 [D loss: [6.47623906e+11 6.47624034e+11]] [G loss: 89589.78125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 672 [D loss: [6.63847255e+11 6.63847320e+11]] [G loss: 19346.94140625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 673 [D loss: [6.42096617e+11 6.42096684e+11]] [G loss: -137337.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 674 [D loss: [6.67784678e+11 6.67784680e+11]] [G loss: -81094.171875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 675 [D loss: [7.03637610e+11 7.03637778e+11]] [G loss: -267913.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 676 [D loss: [6.15497554e+11 6.15497687e+11]] [G loss: -222805.234375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 677 [D loss: [6.52426508e+11 6.52426661e+11]] [G loss: -405075.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 678 [D loss: [6.72909087e+11 6.72909254e+11]] [G loss: -479479.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 679 [D loss: [6.73569575e+11 6.73569712e+11]] [G loss: -513282.96875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 680 [D loss: [6.63118286e+11 6.63118305e+11]] [G loss: -671489.25] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 681 [D loss: [6.79228562e+11 6.79228719e+11]] [G loss: -721823.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 682 [D loss: [6.14234934e+11 6.14235119e+11]] [G loss: -635190.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 683 [D loss: [6.50460263e+11 6.50460372e+11]] [G loss: -750313.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 684 [D loss: [6.55502925e+11 6.55503036e+11]] [G loss: -596038.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 685 [D loss: [6.66633644e+11 6.66633912e+11]] [G loss: -645436.125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 686 [D loss: [6.45245877e+11 6.45245978e+11]] [G loss: -701437.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 687 [D loss: [6.66322085e+11 6.66322242e+11]] [G loss: -631480.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 688 [D loss: [6.21199153e+11 6.21199296e+11]] [G loss: -554300.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 689 [D loss: [6.30705553e+11 6.30705794e+11]] [G loss: -715118.5] 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 690 [D loss: [6.58687911e+11 6.58688164e+11]] [G loss: -468368.25] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 691 [D loss: [7.37169835e+11 7.37170026e+11]] [G loss: -648388.25] 2/2 [==============================] - 0s 11ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 692 [D loss: [6.49179814e+11 6.49179993e+11]] [G loss: -507084.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 693 [D loss: [7.13970682e+11 7.13970786e+11]] [G loss: -396573.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 694 [D loss: [9.08168756e+11 9.08168922e+11]] [G loss: -214491.578125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 695 [D loss: [8.42235937e+11 8.42236265e+11]] [G loss: -130287.515625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 696 [D loss: [7.01530925e+11 7.01531233e+11]] [G loss: -227302.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 697 [D loss: [7.42845691e+11 7.42845875e+11]] [G loss: -116803.984375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 698 [D loss: [7.47607617e+11 7.47607681e+11]] [G loss: -254103.21875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 699 [D loss: [7.36015184e+11 7.36015326e+11]] [G loss: -456565.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 700 [D loss: [6.99574154e+11 6.99574335e+11]] [G loss: -33333.0390625] 1/1 [==============================] - 0s 27ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 701 [D loss: [7.04776693e+11 7.04776810e+11]] [G loss: -133182.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 702 [D loss: [7.01730117e+11 7.01730406e+11]] [G loss: -151464.546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 703 [D loss: [7.18574739e+11 7.18574855e+11]] [G loss: -295198.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 704 [D loss: [6.81028369e+11 6.81028443e+11]] [G loss: -234879.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 705 [D loss: [6.56035478e+11 6.56035422e+11]] [G loss: -353597.5625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 706 [D loss: [6.40859530e+11 6.40859402e+11]] [G loss: -278951.0625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 707 [D loss: [6.58396191e+11 6.58396149e+11]] [G loss: -213465.546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 708 [D loss: [7.31615718e+11 7.31615807e+11]] [G loss: -299157.53125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 709 [D loss: [6.60095329e+11 6.60095430e+11]] [G loss: -337343.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 710 [D loss: [6.84577976e+11 6.84577953e+11]] [G loss: -186890.140625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 711 [D loss: [6.20742626e+11 6.20742605e+11]] [G loss: -470821.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 712 [D loss: [6.55528465e+11 6.55528686e+11]] [G loss: -365660.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 713 [D loss: [6.81812992e+11 6.81812991e+11]] [G loss: -632613.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 714 [D loss: [6.58954815e+11 6.58954960e+11]] [G loss: -537177.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 715 [D loss: [7.40488443e+11 7.40488569e+11]] [G loss: -608039.625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 716 [D loss: [7.70824675e+11 7.70824707e+11]] [G loss: -801220.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 717 [D loss: [6.96642810e+11 6.96643093e+11]] [G loss: -842057.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 718 [D loss: [7.03392857e+11 7.03392859e+11]] [G loss: -638367.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 719 [D loss: [6.12747606e+11 6.12747620e+11]] [G loss: -617334.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 720 [D loss: [5.81798693e+11 5.81798755e+11]] [G loss: -694034.3125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 721 [D loss: [6.50965567e+11 6.50965485e+11]] [G loss: -781754.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 722 [D loss: [5.86080630e+11 5.86080691e+11]] [G loss: -706176.1875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 723 [D loss: [5.98184015e+11 5.98184078e+11]] [G loss: -600342.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 724 [D loss: [6.29766028e+11 6.29766126e+11]] [G loss: -510164.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 725 [D loss: [6.65499644e+11 6.65499705e+11]] [G loss: -415975.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 726 [D loss: [5.79125234e+11 5.79125302e+11]] [G loss: -281307.1875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 727 [D loss: [6.47661366e+11 6.47661553e+11]] [G loss: -96225.1328125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 728 [D loss: [8.63540068e+11 8.63540097e+11]] [G loss: 29702.7734375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 729 [D loss: [7.02386218e+11 7.02386373e+11]] [G loss: -71805.6640625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 730 [D loss: [6.65865669e+11 6.65865856e+11]] [G loss: -45862.1484375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 731 [D loss: [6.23812409e+11 6.23812610e+11]] [G loss: -116653.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 732 [D loss: [6.47475563e+11 6.47475765e+11]] [G loss: -160608.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 733 [D loss: [6.24685405e+11 6.24685563e+11]] [G loss: -112469.21875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 734 [D loss: [6.53691003e+11 6.53691194e+11]] [G loss: -59140.375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 735 [D loss: [6.38826731e+11 6.38826978e+11]] [G loss: -21331.435546875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 736 [D loss: [6.49809323e+11 6.49809385e+11]] [G loss: 110382.1796875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 737 [D loss: [6.68280512e+11 6.68280563e+11]] [G loss: 37730.8984375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 738 [D loss: [6.37395025e+11 6.37395201e+11]] [G loss: -51625.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 739 [D loss: [6.49465261e+11 6.49465430e+11]] [G loss: 16053.1015625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 740 [D loss: [7.32716130e+11 7.32716432e+11]] [G loss: -84124.46875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 741 [D loss: [7.06450973e+11 7.06451171e+11]] [G loss: -79287.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 742 [D loss: [8.27082300e+11 8.27082353e+11]] [G loss: -89041.5546875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 743 [D loss: [8.70556733e+11 8.70556882e+11]] [G loss: 4922.140625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 744 [D loss: [1.14746732e+12 1.14746743e+12]] [G loss: -41552.8515625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 745 [D loss: [8.65060777e+11 8.65060777e+11]] [G loss: -61551.36328125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 746 [D loss: [9.93242682e+11 9.93242920e+11]] [G loss: -139478.46875] 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 747 [D loss: [1.13533356e+12 1.13533383e+12]] [G loss: -248637.28125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 748 [D loss: [7.44493106e+11 7.44493284e+11]] [G loss: -156378.90625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 8ms/step 749 [D loss: [7.64495771e+11 7.64495811e+11]] [G loss: -282458.46875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 750 [D loss: [7.44354059e+11 7.44354127e+11]] [G loss: -115028.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 751 [D loss: [7.77688689e+11 7.77688877e+11]] [G loss: -152560.5] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 752 [D loss: [6.44270658e+11 6.44270777e+11]] [G loss: -78319.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 753 [D loss: [6.65709527e+11 6.65709680e+11]] [G loss: -217368.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 754 [D loss: [9.02423236e+11 9.02423450e+11]] [G loss: -188208.5625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 755 [D loss: [6.91057925e+11 6.91058206e+11]] [G loss: -240116.578125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 756 [D loss: [6.97617375e+11 6.97617533e+11]] [G loss: -102327.96875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 757 [D loss: [6.49903699e+11 6.49903820e+11]] [G loss: -42710.53125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 758 [D loss: [6.39501186e+11 6.39501403e+11]] [G loss: 130902.90625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 759 [D loss: [6.97936466e+11 6.97936692e+11]] [G loss: -30793.15625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 760 [D loss: [6.69148193e+11 6.69148420e+11]] [G loss: 388173.25] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 761 [D loss: [6.85305522e+11 6.85305548e+11]] [G loss: 206697.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 762 [D loss: [7.21748945e+11 7.21749339e+11]] [G loss: 259343.46875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 763 [D loss: [7.03374981e+11 7.03375341e+11]] [G loss: 237907.875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 764 [D loss: [7.07566320e+11 7.07566429e+11]] [G loss: 156656.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 765 [D loss: [8.83276176e+11 8.83276374e+11]] [G loss: 164086.9375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 766 [D loss: [8.04976933e+11 8.04977175e+11]] [G loss: -1486.4296875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 12ms/step 2/2 [==============================] - 0s 6ms/step 767 [D loss: [9.40025869e+11 9.40026278e+11]] [G loss: -205255.515625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 3ms/step 768 [D loss: [7.12942831e+11 7.12942834e+11]] [G loss: -276252.65625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 769 [D loss: [7.43804601e+11 7.43804678e+11]] [G loss: -215719.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 770 [D loss: [7.14003179e+11 7.14003606e+11]] [G loss: -217720.671875] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 771 [D loss: [5.94338892e+11 5.94339043e+11]] [G loss: -114238.0546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 772 [D loss: [6.85900408e+11 6.85900524e+11]] [G loss: -320214.6875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 773 [D loss: [6.86580078e+11 6.86580330e+11]] [G loss: -328193.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 774 [D loss: [6.27647086e+11 6.27647273e+11]] [G loss: -351107.375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 775 [D loss: [7.11092776e+11 7.11093041e+11]] [G loss: -70000.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 776 [D loss: [7.95459623e+11 7.95459878e+11]] [G loss: -15869.98828125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 777 [D loss: [7.38042759e+11 7.38043069e+11]] [G loss: -221474.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 778 [D loss: [6.66168586e+11 6.66168797e+11]] [G loss: -76685.8046875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 779 [D loss: [6.58108250e+11 6.58108524e+11]] [G loss: -105450.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 780 [D loss: [6.73309194e+11 6.73309518e+11]] [G loss: 110334.4296875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 781 [D loss: [6.68985880e+11 6.68986154e+11]] [G loss: -42150.6640625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 782 [D loss: [7.78703692e+11 7.78703945e+11]] [G loss: 103703.359375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 783 [D loss: [1.14887979e+12 1.14888003e+12]] [G loss: -42756.609375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 784 [D loss: [1.83301432e+12 1.83301455e+12]] [G loss: 235793.234375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 785 [D loss: [1.50229333e+12 1.50229367e+12]] [G loss: 94521.5546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 786 [D loss: [1.31727788e+12 1.31727802e+12]] [G loss: -111320.734375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 787 [D loss: [1.14740703e+12 1.14740737e+12]] [G loss: -218991.84375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 788 [D loss: [1.05488873e+12 1.05488899e+12]] [G loss: -500472.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 789 [D loss: [1.16221313e+12 1.16221336e+12]] [G loss: -664546.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 790 [D loss: [7.99294666e+11 7.99294861e+11]] [G loss: -552026.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 791 [D loss: [1.25418664e+12 1.25418677e+12]] [G loss: -511289.15625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 792 [D loss: [7.40106795e+11 7.40106908e+11]] [G loss: -375346.40625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 793 [D loss: [1.02680663e+12 1.02680672e+12]] [G loss: -699571.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 794 [D loss: [9.05757238e+11 9.05757298e+11]] [G loss: -543671.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 795 [D loss: [7.99318429e+11 7.99318592e+11]] [G loss: -458531.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 796 [D loss: [8.12039609e+11 8.12039637e+11]] [G loss: -421521.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 797 [D loss: [1.07903135e+12 1.07903153e+12]] [G loss: -369819.8125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 798 [D loss: [7.65088873e+11 7.65088908e+11]] [G loss: -630132.25] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 799 [D loss: [7.62014115e+11 7.62014212e+11]] [G loss: -439330.3125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 800 [D loss: [6.98010597e+11 6.98010714e+11]] [G loss: -273737.6875] 1/1 [==============================] - 0s 24ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 801 [D loss: [7.15400381e+11 7.15400406e+11]] [G loss: -325120.3125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 802 [D loss: [7.02148639e+11 7.02148769e+11]] [G loss: -246306.8125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 803 [D loss: [6.25715326e+11 6.25715256e+11]] [G loss: -38080.9765625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 804 [D loss: [6.44097456e+11 6.44097508e+11]] [G loss: -122654.15625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 805 [D loss: [6.63286681e+11 6.63286771e+11]] [G loss: 70628.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 18ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 806 [D loss: [6.48619742e+11 6.48619899e+11]] [G loss: 162283.078125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 807 [D loss: [6.77947625e+11 6.77947738e+11]] [G loss: 357209.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 808 [D loss: [6.91225460e+11 6.91225391e+11]] [G loss: 279631.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 809 [D loss: [6.43467419e+11 6.43467431e+11]] [G loss: 191283.171875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 810 [D loss: [6.37533646e+11 6.37533694e+11]] [G loss: 93984.2578125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 811 [D loss: [6.43741928e+11 6.43741959e+11]] [G loss: 88645.96875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 812 [D loss: [6.22758453e+11 6.22758486e+11]] [G loss: -116419.6171875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 813 [D loss: [6.26682616e+11 6.26682675e+11]] [G loss: -127342.6640625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 814 [D loss: [6.86642455e+11 6.86642625e+11]] [G loss: -240220.5625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 815 [D loss: [6.21759404e+11 6.21759676e+11]] [G loss: -210690.65625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 816 [D loss: [7.08211514e+11 7.08211722e+11]] [G loss: -180893.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 817 [D loss: [6.60146279e+11 6.60146389e+11]] [G loss: -234777.078125] 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 818 [D loss: [6.96591751e+11 6.96591925e+11]] [G loss: -307345.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 819 [D loss: [6.49407418e+11 6.49407476e+11]] [G loss: -322447.8125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 820 [D loss: [6.40827632e+11 6.40827787e+11]] [G loss: -87445.328125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 821 [D loss: [6.9287032e+11 6.9287068e+11]] [G loss: -115529.6640625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 822 [D loss: [7.22725042e+11 7.22725162e+11]] [G loss: -27564.44921875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 823 [D loss: [6.41498843e+11 6.41498947e+11]] [G loss: -14648.74609375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 824 [D loss: [7.24135937e+11 7.24136013e+11]] [G loss: 138941.96875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 825 [D loss: [6.53349807e+11 6.53349895e+11]] [G loss: 92128.7734375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 826 [D loss: [6.41413446e+11 6.41413560e+11]] [G loss: 237488.5] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 827 [D loss: [7.13981766e+11 7.13981979e+11]] [G loss: 222164.625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 828 [D loss: [6.68598985e+11 6.68599071e+11]] [G loss: 180176.6875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 829 [D loss: [6.63295518e+11 6.63295664e+11]] [G loss: 252444.78125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 830 [D loss: [6.88774091e+11 6.88774140e+11]] [G loss: 323233.6875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 831 [D loss: [6.29585027e+11 6.29585227e+11]] [G loss: 151208.140625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 832 [D loss: [7.34270161e+11 7.34270402e+11]] [G loss: 243193.546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 833 [D loss: [8.41626997e+11 8.41627185e+11]] [G loss: 170383.890625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 834 [D loss: [1.00316347e+12 1.00316371e+12]] [G loss: 393843.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 835 [D loss: [6.86530941e+11 6.86531205e+11]] [G loss: 262436.90625] 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 836 [D loss: [7.53930154e+11 7.53930262e+11]] [G loss: 203927.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 837 [D loss: [6.7918145e+11 6.7918149e+11]] [G loss: 38830.12109375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 838 [D loss: [6.81886612e+11 6.81886650e+11]] [G loss: -17846.7734375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 839 [D loss: [6.58292706e+11 6.58292765e+11]] [G loss: 172774.59375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 840 [D loss: [1.24722159e+12 1.24722177e+12]] [G loss: 195955.703125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 841 [D loss: [1.21955776e+12 1.21955796e+12]] [G loss: 105095.65625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 842 [D loss: [8.31999668e+11 8.31999759e+11]] [G loss: -4547.80859375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 843 [D loss: [1.04557767e+12 1.04557786e+12]] [G loss: -139917.0] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 844 [D loss: [8.54759132e+11 8.54759307e+11]] [G loss: -168373.921875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 845 [D loss: [8.19973889e+11 8.19974022e+11]] [G loss: -287152.46875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 846 [D loss: [9.41217211e+11 9.41217369e+11]] [G loss: -151751.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 847 [D loss: [8.05657657e+11 8.05657849e+11]] [G loss: -126142.671875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 848 [D loss: [6.87762310e+11 6.87762489e+11]] [G loss: -248537.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 849 [D loss: [6.68573005e+11 6.68573161e+11]] [G loss: 122116.265625] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 850 [D loss: [1.60709493e+12 1.60709522e+12]] [G loss: 45996.5546875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 851 [D loss: [9.39934647e+11 9.39934877e+11]] [G loss: 1108.6484375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 852 [D loss: [8.03126684e+11 8.03126965e+11]] [G loss: 113707.9921875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 853 [D loss: [7.45594963e+11 7.45595065e+11]] [G loss: -59538.12109375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 854 [D loss: [9.95170566e+11 9.95170743e+11]] [G loss: -77542.0390625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 855 [D loss: [8.38503887e+11 8.38504154e+11]] [G loss: 71241.453125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 856 [D loss: [7.60634537e+11 7.60634825e+11]] [G loss: -83137.078125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 857 [D loss: [7.19681440e+11 7.19681664e+11]] [G loss: 99051.2109375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 858 [D loss: [8.06627063e+11 8.06627239e+11]] [G loss: 40179.8203125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 859 [D loss: [7.82465993e+11 7.82466073e+11]] [G loss: -178645.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 860 [D loss: [7.12306467e+11 7.12306621e+11]] [G loss: -242989.59375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 861 [D loss: [7.51587709e+11 7.51587848e+11]] [G loss: -230733.15625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 862 [D loss: [6.44750618e+11 6.44750748e+11]] [G loss: -411063.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 863 [D loss: [7.23915201e+11 7.23915466e+11]] [G loss: -313350.0] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 864 [D loss: [6.70194691e+11 6.70194841e+11]] [G loss: -320847.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 865 [D loss: [7.41206026e+11 7.41206376e+11]] [G loss: -370377.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 866 [D loss: [7.17103072e+11 7.17103052e+11]] [G loss: -709346.5] 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 867 [D loss: [7.17207634e+11 7.17207730e+11]] [G loss: -410390.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 868 [D loss: [8.24657782e+11 8.24657882e+11]] [G loss: -335802.78125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 869 [D loss: [1.28954170e+12 1.28954195e+12]] [G loss: -558117.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 870 [D loss: [9.04291649e+11 9.04291648e+11]] [G loss: -553807.125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 871 [D loss: [8.65022912e+11 8.65023094e+11]] [G loss: -237669.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 872 [D loss: [7.76331750e+11 7.76331869e+11]] [G loss: -353221.75] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 873 [D loss: [8.76245283e+11 8.76245516e+11]] [G loss: -117611.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 874 [D loss: [9.13862676e+11 9.13862896e+11]] [G loss: 151121.28125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 875 [D loss: [9.42292610e+11 9.42292846e+11]] [G loss: 171791.59375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 876 [D loss: [7.51790171e+11 7.51790319e+11]] [G loss: 124149.3046875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 877 [D loss: [8.78796167e+11 8.78796353e+11]] [G loss: 181309.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 878 [D loss: [6.75347519e+11 6.75347609e+11]] [G loss: 313554.5625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 879 [D loss: [6.59712128e+11 6.59712301e+11]] [G loss: 96959.8515625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 880 [D loss: [6.63130661e+11 6.63130951e+11]] [G loss: 358530.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 881 [D loss: [7.19039637e+11 7.19039661e+11]] [G loss: 281261.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 882 [D loss: [6.98823804e+11 6.98823850e+11]] [G loss: 118103.296875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 883 [D loss: [6.87152862e+11 6.87153050e+11]] [G loss: 52950.34765625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 884 [D loss: [6.79001675e+11 6.79001822e+11]] [G loss: 41399.6484375] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 885 [D loss: [6.48204203e+11 6.48204392e+11]] [G loss: -20423.9453125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 886 [D loss: [6.70500957e+11 6.70501082e+11]] [G loss: -72089.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 887 [D loss: [6.87419365e+11 6.87419564e+11]] [G loss: -92151.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 888 [D loss: [7.06510160e+11 7.06510391e+11]] [G loss: -376077.03125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 889 [D loss: [6.98038887e+11 6.98038902e+11]] [G loss: -204452.296875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 890 [D loss: [6.85310692e+11 6.85310643e+11]] [G loss: -359255.34375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 891 [D loss: [7.27123392e+11 7.27123559e+11]] [G loss: -311099.875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 892 [D loss: [6.75479799e+11 6.75479763e+11]] [G loss: -562831.75] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 893 [D loss: [7.35634398e+11 7.35634375e+11]] [G loss: -549246.6875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 894 [D loss: [6.69754425e+11 6.69754429e+11]] [G loss: -575525.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 895 [D loss: [6.72383325e+11 6.72383261e+11]] [G loss: -726481.25] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 896 [D loss: [6.64998517e+11 6.64998515e+11]] [G loss: -821135.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 9ms/step 2/2 [==============================] - 0s 5ms/step 897 [D loss: [6.75718165e+11 6.75718400e+11]] [G loss: -730686.5] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 898 [D loss: [6.63987472e+11 6.63987480e+11]] [G loss: -812830.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 899 [D loss: [6.44298059e+11 6.44297875e+11]] [G loss: -812928.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 900 [D loss: [6.18813386e+11 6.18813528e+11]] [G loss: -554665.6875] 1/1 [==============================] - 0s 22ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 901 [D loss: [6.21298670e+11 6.21298623e+11]] [G loss: -744088.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 902 [D loss: [6.26796353e+11 6.26796558e+11]] [G loss: -664476.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 903 [D loss: [6.39095046e+11 6.39095114e+11]] [G loss: -575527.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 904 [D loss: [6.46841575e+11 6.46841595e+11]] [G loss: -326310.875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 905 [D loss: [7.38941736e+11 7.38941881e+11]] [G loss: -523263.8125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 906 [D loss: [8.67346966e+11 8.67347072e+11]] [G loss: -285017.1875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 907 [D loss: [1.22761416e+12 1.22761424e+12]] [G loss: -128487.5859375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 908 [D loss: [9.64781963e+11 9.64782153e+11]] [G loss: 113120.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 909 [D loss: [7.64680715e+11 7.64680926e+11]] [G loss: 394058.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 910 [D loss: [1.02401627e+12 1.02401650e+12]] [G loss: 475748.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 911 [D loss: [7.72334224e+11 7.72334538e+11]] [G loss: 480978.53125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 912 [D loss: [7.81634555e+11 7.81634730e+11]] [G loss: 465709.28125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 913 [D loss: [7.35439472e+11 7.35439580e+11]] [G loss: 494998.15625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 914 [D loss: [7.47875973e+11 7.47875917e+11]] [G loss: 325962.90625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 915 [D loss: [2.01271044e+12 2.01271050e+12]] [G loss: 717071.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 916 [D loss: [1.08948606e+12 1.08948623e+12]] [G loss: 460119.4375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 917 [D loss: [1.18505653e+12 1.18505672e+12]] [G loss: 216009.78125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 918 [D loss: [9.07416640e+11 9.07416807e+11]] [G loss: 467600.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 919 [D loss: [2.20291842e+12 2.20291887e+12]] [G loss: 732633.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 920 [D loss: [1.47443231e+12 1.47443237e+12]] [G loss: 289899.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 921 [D loss: [7.64554054e+11 7.64553937e+11]] [G loss: -95803.6953125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 922 [D loss: [1.22828522e+12 1.22828528e+12]] [G loss: -41452.89453125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 923 [D loss: [7.10091913e+11 7.10092013e+11]] [G loss: -197177.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 924 [D loss: [7.86311327e+11 7.86311464e+11]] [G loss: -123993.9921875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 925 [D loss: [7.41724162e+11 7.41724320e+11]] [G loss: -99026.078125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 926 [D loss: [7.25375399e+11 7.25375562e+11]] [G loss: -193251.34375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 927 [D loss: [7.07858297e+11 7.07858605e+11]] [G loss: -276209.40625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 928 [D loss: [8.44155065e+11 8.44155217e+11]] [G loss: -87359.046875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 929 [D loss: [8.67870970e+11 8.67871067e+11]] [G loss: -182564.578125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 930 [D loss: [9.80833375e+11 9.80833594e+11]] [G loss: -223520.109375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 931 [D loss: [8.29315735e+11 8.29315831e+11]] [G loss: -336891.25] 2/2 [==============================] - 0s 15ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 932 [D loss: [6.42813556e+11 6.42813624e+11]] [G loss: -494482.3125] 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 933 [D loss: [7.44595081e+11 7.44595095e+11]] [G loss: -451302.125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 934 [D loss: [6.48942395e+11 6.48942588e+11]] [G loss: -446845.4375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 935 [D loss: [6.55730707e+11 6.55730701e+11]] [G loss: -394619.375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 936 [D loss: [7.86843737e+11 7.86844014e+11]] [G loss: -334192.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 937 [D loss: [1.17653896e+12 1.17653947e+12]] [G loss: -296646.0625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 938 [D loss: [1.02888420e+12 1.02888445e+12]] [G loss: -305804.625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 939 [D loss: [7.03788199e+11 7.03788513e+11]] [G loss: -374716.71875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 940 [D loss: [8.85032573e+11 8.85032692e+11]] [G loss: -236945.0625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 941 [D loss: [6.96189790e+11 6.96189982e+11]] [G loss: -271790.59375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 942 [D loss: [7.54060790e+11 7.54061111e+11]] [G loss: -208340.015625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 943 [D loss: [7.08495220e+11 7.08495286e+11]] [G loss: -143546.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 944 [D loss: [7.95486107e+11 7.95486324e+11]] [G loss: -199284.453125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 4ms/step 945 [D loss: [6.86002348e+11 6.86002646e+11]] [G loss: -140018.296875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 946 [D loss: [6.89251274e+11 6.89251602e+11]] [G loss: -210881.71875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 947 [D loss: [6.79894076e+11 6.79894373e+11]] [G loss: 90976.96875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 948 [D loss: [6.85132149e+11 6.85132338e+11]] [G loss: 10771.017578125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 949 [D loss: [6.58556979e+11 6.58557137e+11]] [G loss: -48162.625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 950 [D loss: [8.01656223e+11 8.01656310e+11]] [G loss: 108490.0625] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 951 [D loss: [7.72543790e+11 7.72544023e+11]] [G loss: 77866.3671875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 7ms/step 952 [D loss: [6.71111352e+11 6.71111681e+11]] [G loss: 45807.7109375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 953 [D loss: [6.82363597e+11 6.82363808e+11]] [G loss: -59576.828125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 954 [D loss: [6.49073808e+11 6.49073943e+11]] [G loss: 30217.5234375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 955 [D loss: [6.80229160e+11 6.80229285e+11]] [G loss: -169089.9375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 14ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 956 [D loss: [7.02539752e+11 7.02540197e+11]] [G loss: -224374.421875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 957 [D loss: [6.79861760e+11 6.79861877e+11]] [G loss: -253871.140625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 958 [D loss: [6.91642145e+11 6.91642227e+11]] [G loss: -116140.703125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 959 [D loss: [7.07165561e+11 7.07165799e+11]] [G loss: -184955.171875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 960 [D loss: [6.95753089e+11 6.95753221e+11]] [G loss: 21272.7734375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 961 [D loss: [6.83766930e+11 6.83767029e+11]] [G loss: 47266.6328125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 962 [D loss: [6.73054304e+11 6.73054600e+11]] [G loss: 126302.84375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 963 [D loss: [6.56810694e+11 6.56810839e+11]] [G loss: 157304.5] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 964 [D loss: [6.76021472e+11 6.76021760e+11]] [G loss: 156859.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 8ms/step 2/2 [==============================] - 0s 5ms/step 965 [D loss: [6.79873189e+11 6.79873461e+11]] [G loss: 372289.8125] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 966 [D loss: [7.89675891e+11 7.89676022e+11]] [G loss: 182022.6875] 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 967 [D loss: [7.18352869e+11 7.18353059e+11]] [G loss: 18642.0703125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 968 [D loss: [7.18078149e+11 7.18078408e+11]] [G loss: 70356.0390625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 969 [D loss: [8.02359478e+11 8.02359640e+11]] [G loss: 152318.203125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 970 [D loss: [8.95982153e+11 8.95982292e+11]] [G loss: 226577.796875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 971 [D loss: [1.42081117e+12 1.42081144e+12]] [G loss: 114883.40625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 972 [D loss: [7.30778130e+11 7.30778446e+11]] [G loss: -157289.40625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 973 [D loss: [8.28316331e+11 8.28316569e+11]] [G loss: -399815.875] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 974 [D loss: [9.95683626e+11 9.95683783e+11]] [G loss: -310806.1875] 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 975 [D loss: [8.09756506e+11 8.09756712e+11]] [G loss: -307459.53125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 976 [D loss: [9.40937112e+11 9.40937250e+11]] [G loss: -298973.53125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 977 [D loss: [8.78681011e+11 8.78681236e+11]] [G loss: -278019.5625] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 978 [D loss: [7.68431033e+11 7.68431258e+11]] [G loss: -354241.46875] 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 979 [D loss: [1.03494385e+12 1.03494400e+12]] [G loss: -423895.9375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 980 [D loss: [7.85924154e+11 7.85924319e+11]] [G loss: -209063.890625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 981 [D loss: [1.48924531e+12 1.48924556e+12]] [G loss: -253363.5625] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 982 [D loss: [1.14972388e+12 1.14972402e+12]] [G loss: -367964.84375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 983 [D loss: [8.30041515e+11 8.30041586e+11]] [G loss: -541417.0] 2/2 [==============================] - 0s 10ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 984 [D loss: [7.61638277e+11 7.61638198e+11]] [G loss: -458256.53125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 985 [D loss: [7.31732440e+11 7.31732449e+11]] [G loss: -543134.875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 986 [D loss: [8.09288836e+11 8.09288857e+11]] [G loss: -770062.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 987 [D loss: [7.50103613e+11 7.50103638e+11]] [G loss: -584338.9375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 988 [D loss: [7.32295739e+11 7.32295824e+11]] [G loss: -565065.3125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 989 [D loss: [7.16770955e+11 7.16771073e+11]] [G loss: -558687.1875] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 990 [D loss: [6.79397817e+11 6.79397899e+11]] [G loss: -462987.0] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 991 [D loss: [6.76998860e+11 6.76998849e+11]] [G loss: -450641.9375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 992 [D loss: [7.71221416e+11 7.71221536e+11]] [G loss: -445460.4375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 3ms/step 993 [D loss: [1.06628804e+12 1.06628798e+12]] [G loss: -341849.78125] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 994 [D loss: [7.74448284e+11 7.74448350e+11]] [G loss: -273167.25] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 7ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 995 [D loss: [7.56868697e+11 7.56868909e+11]] [G loss: -366902.125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 996 [D loss: [7.60092893e+11 7.60093000e+11]] [G loss: -288255.4375] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 3ms/step 2/2 [==============================] - 0s 5ms/step 997 [D loss: [8.66808336e+11 8.66808487e+11]] [G loss: -264209.09375] 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 5ms/step 998 [D loss: [7.89230546e+11 7.89230562e+11]] [G loss: -109390.3828125] 2/2 [==============================] - 0s 4ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 6ms/step 2/2 [==============================] - 0s 5ms/step 2/2 [==============================] - 0s 4ms/step 999 [D loss: [6.72548433e+11 6.72548621e+11]] [G loss: 19918.68359375]
In [40]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model
# Generate images from random noise
def generate_images(generator, latent_dim, num_images=5):
noise = np.random.normal(0, 1, (num_images, latent_dim))
generated_images = generator.predict(noise)
generated_images = generated_images * 255.0 # Rescale images from [0, 1] to [0, 255]
generated_images = generated_images.astype(np.uint8)
return generated_images
# Plot generated images
num_generated_images = 5
generated_images = generate_images(generator, latent_dim, num_generated_images)
plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 28ms/step
In [64]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model
# Generate images from random noise
def generate_images(generator, latent_dim, num_images=5):
noise = np.random.normal(0, 1, (num_images, latent_dim))
generated_images = generator.predict(noise)
generated_images = generated_images * 255.0 # Rescale images from [0, 1] to [0, 255]
generated_images = generated_images.astype(np.uint8)
return generated_images
# Plot generated images
num_generated_images = 5
generated_images = generate_images(generator, latent_dim, num_generated_images)
plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 32ms/step
In [90]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model
# Generate images from random noise
def generate_images(generator, latent_dim, num_images=1):
noise = np.random.normal(0, 1, (num_images, latent_dim))
generated_images = generator.predict(noise)
generated_images = generated_images * 255.0 # Rescale images from [0, 1] to [0, 255]
generated_images = generated_images.astype(np.uint8)
return generated_images
# Plot generated images
num_generated_images = 1
generated_images = generate_images(generator, latent_dim, num_generated_images)
plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 28ms/step
In [1]:
print("HELLO")
HELLO
In [60]:
import matplotlib.pyplot as plt
import matplotlib.image as mpimg
# Define the image paths and titles
images = [
{'path': 'generated_400_o (1).png', 'title': '400th epoch'},
{'path': 'generated_3400_o (14).png', 'title': '800th epoch'},
{'path': 'generated_1000.png', 'title': '1000th epoch'},
{'path': 'generated_new_400.png', 'title': '3000th epoch'},
{'path': 'generated_new2_200.png', 'title': '5000th epoch'},
{'path': 'generated_new2_A800.png', 'title': '9500th epoch'}
]
# Plot images in a grid
num_images = len(images)
rows = 2
cols = num_images // rows + (1 if num_images % rows > 0 else 0) # Calculate grid size
plt.figure(figsize=(15, 10)) # Adjust figure size as needed
for i, img_data in enumerate(images):
plt.subplot(rows, cols, i + 1)
img_path = img_data['path']
img_title = img_data['title']
img = mpimg.imread(img_path)
plt.imshow(img)
plt.title(img_title)
plt.axis('off')
plt.tight_layout() # Adjust spacing between subplots
plt.show()
In [1]:
import os
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from PIL import Image
from tensorflow.keras.preprocessing.image import load_img, img_to_array
# Load and preprocess the dataset
def load_images(data_path, csv_file, img_size):
df = pd.read_csv(csv_file)
images = []
labels = []
for index, row in df.iterrows():
img_path = row['path']
img = load_img(img_path, target_size=(img_size, img_size))
img_array = img_to_array(img)
img_normalized = (img_array - 127.5) / 127.5 # Normalize to [-1, 1]
images.append(img_normalized)
labels.append(row['label'])
return np.array(images), np.array(labels)
# Show sample images from the dataset
def show_sample_images(data_path, csv_file, img_size, num_images=5):
df = pd.read_csv(csv_file)
sample_df = df.sample(n=num_images)
fig, axs = plt.subplots(1, num_images, figsize=(15, 15))
for i, (_, row) in enumerate(sample_df.iterrows()):
img_path = os.path.join(data_path, row['path'])
img = load_img(img_path, target_size=(img_size, img_size))
axs[i].imshow(img)
axs[i].set_title(row['label'])
axs[i].axis('off')
plt.show()
data_path = 'FaceExpressions'
csv_file = 'data.csv'
img_size = 64
# Show sample images
# show_sample_images(data_path, csv_file, img_size)
X_train, y_train = load_images(data_path, csv_file, img_size)
import tensorflow as tf
from tensorflow.keras.layers import Dense, LeakyReLU, BatchNormalization, Reshape, Flatten, Input, Conv2D, UpSampling2D, Dropout
from tensorflow.keras.models import Model
from tensorflow.keras.optimizers import Adam
import numpy as np
import matplotlib.pyplot as plt
def build_generator(img_shape):
noise_shape = (100,)
model = tf.keras.Sequential()
model.add(Dense(256, input_shape=noise_shape))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(512))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(1024))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
# Extra layer
model.add(Dense(2048))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(np.prod(img_shape), activation='tanh'))
model.add(Reshape(img_shape))
noise = Input(shape=noise_shape)
img = model(noise)
return Model(noise, img)
def build_discriminator(img_shape):
model = tf.keras.Sequential()
model.add(Flatten(input_shape=img_shape))
model.add(Dense(512))
model.add(LeakyReLU(alpha=0.2))
model.add(Dense(256))
model.add(LeakyReLU(alpha=0.2))
# Extra layer
model.add(Dense(128))
model.add(LeakyReLU(alpha=0.2))
model.add(Dense(64))
model.add(LeakyReLU(alpha=0.2))
img = Input(shape=img_shape)
validity = model(img)
return Model(img, validity)
def wasserstein_loss(y_true, y_pred):
return tf.reduce_mean(y_true * y_pred)
# Gradient penalty loss
# Interpolate between real and generated images
def interpolate_images(real, fake, batch_size):
alpha = np.random.uniform(size=(batch_size, 1, 1, 1))
interpolated = real + alpha * (fake - real)
return interpolated
img_shape = (64, 64, 3)
optimizer = Adam(0.00005, 0.5, 0.9)
# Build and compile the discriminator
discriminator = build_discriminator(img_shape)
discriminator.compile(loss=wasserstein_loss, optimizer=optimizer, metrics=['accuracy'])
# Build the generator
generator = build_generator(img_shape)
# The generator takes noise as input and generates images
z = Input(shape=(100,))
img = generator(z)
# For the combined model, only the generator is trained
discriminator.trainable = False
# The discriminator takes generated images as input and determines validity
valid = discriminator(img)
# The combined model
combined = Model(z, valid)
combined.compile(loss=wasserstein_loss, optimizer=optimizer)
def train(generator, discriminator, combined, epochs, batch_size, sample_interval):
X_train = load_images(data_path, csv_file, img_size)[0]
# Adversarial ground truths
valid = -np.ones((batch_size, 1))
fake = np.ones((batch_size, 1))
dummy = np.zeros((batch_size, 1)) # Dummy for gradient penalty
for epoch in range(epochs):
for _ in range(5):
# Train Discriminator
idx = np.random.randint(0, X_train.shape[0], batch_size)
imgs = X_train[idx]
noise = np.random.normal(0, 1, (batch_size, 100))
gen_imgs = generator.predict(noise)
interpolated = interpolate_images(imgs, gen_imgs, batch_size)
d_loss_real = discriminator.train_on_batch(imgs, valid)
d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
d_loss_gp = discriminator.train_on_batch(interpolated, dummy)
d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp
# Train Generator
noise = np.random.normal(0, 1, (batch_size, 100))
g_loss = combined.train_on_batch(noise, valid)
# Save the progress
print(f"{epoch} [D loss: {d_loss[0]}] [G loss: {g_loss}]")
if epoch % sample_interval == 0:
sample_images(generator, epoch)
def sample_images(generator, epoch, image_grid_rows=4, image_grid_columns=4):
noise = np.random.normal(0, 1, (image_grid_rows * image_grid_columns, 100))
gen_imgs = generator.predict(noise)
gen_imgs = 0.5 * gen_imgs + 0.5 # Rescale to [0, 1]
fig, axs = plt.subplots(image_grid_rows, image_grid_columns, figsize=(4, 4), sharey=True, sharex=True)
cnt = 0
for i in range(image_grid_rows):
for j in range(image_grid_columns):
axs[i, j].imshow(gen_imgs[cnt, :, :, :])
axs[i, j].axis('off')
cnt += 1
plt.savefig(f"new_generated_{epoch}.png")
plt.close()
epochs = 5000
batch_size = 128
sample_interval = 200
train(generator, discriminator, combined, epochs, batch_size, sample_interval)
4/4 [==============================] - 0s 4ms/step 1619 [D loss: 1469.0885009765625] [G loss: 824.6512451171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1620 [D loss: -1842.1981811523438] [G loss: -91.3837890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1621 [D loss: -1873.2212219238281] [G loss: -451.40802001953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 1622 [D loss: -2038.7108764648438] [G loss: -1183.039794921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1623 [D loss: -2746.0173950195312] [G loss: -3626.4111328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 1624 [D loss: -2266.7129516601562] [G loss: -3575.1328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1625 [D loss: -2272.5379028320312] [G loss: -5154.9560546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1626 [D loss: 173.4609375] [G loss: -5313.98388671875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1627 [D loss: -522.6513671875] [G loss: -7216.587890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1628 [D loss: -1695.35791015625] [G loss: -6432.48486328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1629 [D loss: 760.888427734375] [G loss: -9131.48046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1630 [D loss: 1523.29150390625] [G loss: -7149.94775390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1631 [D loss: -329.70703125] [G loss: -7296.87841796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1632 [D loss: -1697.7822265625] [G loss: -9318.978515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1633 [D loss: -267.70068359375] [G loss: -7507.03369140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1634 [D loss: -253.5029296875] [G loss: -8595.732421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1635 [D loss: -735.33544921875] [G loss: -7262.57421875] 4/4 [==============================] - 0s 14ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1636 [D loss: -693.494384765625] [G loss: -6201.703125] 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1637 [D loss: -1763.06005859375] [G loss: -5447.8779296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1638 [D loss: -1963.20556640625] [G loss: -4455.37890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 6ms/step 1639 [D loss: -3174.2423095703125] [G loss: -2818.611328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 1640 [D loss: -3142.0732421875] [G loss: -2155.25537109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 1641 [D loss: -4470.673522949219] [G loss: -500.72210693359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1642 [D loss: -4189.6959228515625] [G loss: -367.19854736328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 8ms/step 1643 [D loss: -3979.9005126953125] [G loss: -419.8561706542969] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1644 [D loss: -3825.05517578125] [G loss: -574.8310546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1645 [D loss: -3946.5467529296875] [G loss: -792.6873779296875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1646 [D loss: -4674.133674621582] [G loss: -174.97714233398438] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1647 [D loss: -3746.816162109375] [G loss: 207.99627685546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1648 [D loss: -4363.6328125] [G loss: 467.5062255859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1649 [D loss: -5070.5428466796875] [G loss: 1783.7259521484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1650 [D loss: -4161.008316040039] [G loss: 283.0482177734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1651 [D loss: -3612.730972290039] [G loss: 1542.4464111328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1652 [D loss: -5213.9901123046875] [G loss: 1706.4046630859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1653 [D loss: -3703.1700134277344] [G loss: 1561.353515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1654 [D loss: -4888.7904052734375] [G loss: 1006.384765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1655 [D loss: -4396.4359130859375] [G loss: 1487.3707275390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1656 [D loss: -5351.1177978515625] [G loss: 2442.756103515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1657 [D loss: -7214.75390625] [G loss: 2309.41796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1658 [D loss: -3998.8779296875] [G loss: 3894.5693359375] 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1672 [D loss: -1044.53662109375] [G loss: -744.4257202148438] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1673 [D loss: -4890.078857421875] [G loss: 1083.459716796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1674 [D loss: -2727.5615844726562] [G loss: 731.4404296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1675 [D loss: -1347.048095703125] [G loss: 1604.1268310546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1676 [D loss: -1224.2685546875] [G loss: 172.25732421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1677 [D loss: -5617.895751953125] [G loss: 526.1224365234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1698 [D loss: -1771.7166748046875] [G loss: 71.3433837890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1699 [D loss: -1186.281005859375] [G loss: -2727.41552734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1700 [D loss: -3108.9203491210938] [G loss: -1840.709716796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1701 [D loss: -424.4305419921875] [G loss: -1005.209716796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1702 [D loss: 1128.892333984375] [G loss: 603.890380859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1703 [D loss: 140.93994140625] [G loss: 965.016357421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 1704 [D loss: -145.6822509765625] [G loss: -463.424560546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1705 [D loss: 2429.89013671875] [G loss: -3237.33154296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1706 [D loss: -2243.2620239257812] [G loss: -1349.8441162109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1711 [D loss: -189.542236328125] [G loss: -2225.64111328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1712 [D loss: -759.02197265625] [G loss: -2132.52734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1713 [D loss: -1114.6854858398438] [G loss: -988.6952514648438] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1714 [D loss: 339.26611328125] [G loss: -1066.5892333984375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1715 [D loss: 2053.1103515625] [G loss: -2617.41748046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1716 [D loss: 2104.9305419921875] [G loss: -3501.313720703125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1717 [D loss: -647.4522705078125] [G loss: -3633.2783203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1718 [D loss: 93.2476806640625] [G loss: -2405.97705078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1719 [D loss: -818.864501953125] [G loss: -3220.173828125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1720 [D loss: -346.769287109375] [G loss: -2831.42919921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1721 [D loss: -1585.7123107910156] [G loss: -2456.330810546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1722 [D loss: -62.9901123046875] [G loss: -3796.70947265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1723 [D loss: 1277.614501953125] [G loss: -3783.778564453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1724 [D loss: -995.761474609375] [G loss: -2304.4560546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1725 [D loss: 1517.66259765625] [G loss: -3768.7421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1726 [D loss: 628.486083984375] [G loss: -1482.83251953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1727 [D loss: -462.2369384765625] [G loss: -2132.105224609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1728 [D loss: -342.2723388671875] [G loss: -2419.647216796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1729 [D loss: 1336.8184814453125] [G loss: -1630.119873046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1730 [D loss: -505.13916015625] [G loss: -1818.8974609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1731 [D loss: 365.5628662109375] [G loss: -1968.115478515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1732 [D loss: -192.410888671875] [G loss: -2181.69921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1733 [D loss: -80.4324951171875] [G loss: -1485.9583740234375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1734 [D loss: 1.453857421875] [G loss: -855.185302734375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1735 [D loss: -540.5823364257812] [G loss: 513.1319580078125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1736 [D loss: -793.0892639160156] [G loss: 278.528076171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1754 [D loss: -5212.898345947266] [G loss: 8875.7939453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1755 [D loss: -5231.9456787109375] [G loss: 9990.14453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1756 [D loss: -2984.8814392089844] [G loss: 7735.70263671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 8ms/step 1760 [D loss: -6002.187919616699] [G loss: 7413.3037109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1761 [D loss: -4448.080474853516] [G loss: 7105.8095703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 1762 [D loss: -1873.2676849365234] [G loss: 7843.349609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1763 [D loss: -2674.380828857422] [G loss: 6278.927734375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1764 [D loss: -2119.954345703125] [G loss: 7866.0537109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1765 [D loss: -2080.69287109375] [G loss: 6319.05029296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1766 [D loss: -1433.5439453125] [G loss: 6674.91845703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 1770 [D loss: -1257.3646850585938] [G loss: 4660.23974609375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1771 [D loss: -853.6474609375] [G loss: 2859.0771484375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1772 [D loss: -2139.84228515625] [G loss: 2756.3359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1773 [D loss: -1242.7510986328125] [G loss: 2125.0576171875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1774 [D loss: -2791.315673828125] [G loss: 1430.3123779296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 1775 [D loss: -1472.1539916992188] [G loss: 1977.4749755859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1776 [D loss: -477.7356262207031] [G loss: 934.1484375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 3ms/step 1780 [D loss: -1271.2840576171875] [G loss: 867.6962890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1781 [D loss: -1171.9729919433594] [G loss: 56.481231689453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1782 [D loss: -1319.5008850097656] [G loss: 882.4470825195312] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1783 [D loss: -2020.1284790039062] [G loss: 2375.584228515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1784 [D loss: -2100.9149169921875] [G loss: 556.9808349609375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 1785 [D loss: -1019.8218994140625] [G loss: 2730.1875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1786 [D loss: -2869.2855224609375] [G loss: 2698.47216796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 3ms/step 1790 [D loss: -1066.2943420410156] [G loss: 4464.357421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1791 [D loss: -2511.9375] [G loss: 4211.5712890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1792 [D loss: -2706.58544921875] [G loss: 7463.0830078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1793 [D loss: -3950.4947509765625] [G loss: 5967.25439453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1794 [D loss: -2511.103515625] [G loss: 5629.67919921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1795 [D loss: -1986.0838012695312] [G loss: 6368.30419921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1796 [D loss: -2134.5559692382812] [G loss: 8593.7490234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 1797 [D loss: -3725.996307373047] [G loss: 6647.9541015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1798 [D loss: -2686.785400390625] [G loss: 7347.43798828125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1799 [D loss: -1846.59716796875] [G loss: 7921.6494140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1800 [D loss: -2880.30509185791] [G loss: 7269.91015625] 1/1 [==============================] - 0s 26ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1801 [D loss: -3532.439453125] [G loss: 7847.5546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 1802 [D loss: -2917.9323120117188] [G loss: 8077.65771484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1803 [D loss: -3130.885009765625] [G loss: 8107.4375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1804 [D loss: -2215.0533447265625] [G loss: 9537.724609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 1805 [D loss: -3189.6931762695312] [G loss: 8876.966796875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1806 [D loss: -2219.8671264648438] [G loss: 7796.87890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1807 [D loss: -2731.6442260742188] [G loss: 7395.1298828125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1808 [D loss: -2113.6162719726562] [G loss: 5829.0029296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1809 [D loss: -2393.7320556640625] [G loss: 5204.033203125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1810 [D loss: -2479.3974609375] [G loss: 4704.4580078125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1811 [D loss: -1987.6025695800781] [G loss: 4784.4306640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1812 [D loss: -1946.3509521484375] [G loss: 3601.2490234375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1813 [D loss: -1506.8788146972656] [G loss: 3122.56787109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1814 [D loss: -912.2728881835938] [G loss: 2524.5703125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1815 [D loss: -1147.3866271972656] [G loss: 2819.949951171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1816 [D loss: -845.71826171875] [G loss: 1959.701171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 1820 [D loss: -1114.3462524414062] [G loss: 1172.8572998046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1821 [D loss: -1326.6069793701172] [G loss: 1725.7132568359375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1822 [D loss: -1919.5137939453125] [G loss: 1394.092529296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1823 [D loss: -1680.2958984375] [G loss: 1241.6468505859375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1824 [D loss: -1581.7908935546875] [G loss: 2256.9931640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1825 [D loss: -2297.514892578125] [G loss: 2125.56640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1826 [D loss: -1217.1360168457031] [G loss: 1630.215576171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1830 [D loss: -1802.8919677734375] [G loss: 2492.14404296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1831 [D loss: -1773.9964599609375] [G loss: 2425.0009765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 1832 [D loss: -3200.568359375] [G loss: 3448.31884765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1833 [D loss: -1798.376953125] [G loss: 3115.42724609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1834 [D loss: -1583.2014770507812] [G loss: 3577.3876953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1835 [D loss: -3680.0487670898438] [G loss: 4265.93994140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1836 [D loss: -2577.7724609375] [G loss: 3047.6884765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1837 [D loss: -2529.7828369140625] [G loss: 4964.4443359375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1838 [D loss: -3139.93505859375] [G loss: 4451.859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1839 [D loss: -1624.9596557617188] [G loss: 4804.6748046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1840 [D loss: -3134.4680786132812] [G loss: 4821.0859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1841 [D loss: -4007.7385864257812] [G loss: 4699.1484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1842 [D loss: -3731.4840087890625] [G loss: 4695.1767578125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1843 [D loss: -3650.571044921875] [G loss: 7314.3466796875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1844 [D loss: -3091.8245239257812] [G loss: 6181.810546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1845 [D loss: -1692.6635131835938] [G loss: 7330.84765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1846 [D loss: -2765.5643310546875] [G loss: 6728.041015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 3ms/step 1850 [D loss: -1643.7244110107422] [G loss: 10479.37890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 1851 [D loss: -3444.1287841796875] [G loss: 9183.873046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1852 [D loss: -5261.899810791016] [G loss: 9905.5791015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1853 [D loss: -3718.1954650878906] [G loss: 10962.451171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1854 [D loss: -7133.848785400391] [G loss: 12282.830078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1855 [D loss: -5744.0296630859375] [G loss: 11695.7021484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1856 [D loss: -8750.402893066406] [G loss: 13636.71484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 5ms/step 1860 [D loss: -6860.735931396484] [G loss: 17985.71875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1861 [D loss: -7939.554901123047] [G loss: 18785.6484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 1862 [D loss: -8901.761810302734] [G loss: 20313.82421875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 1863 [D loss: -9934.717376708984] [G loss: 19651.73828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 1864 [D loss: -10842.055877685547] [G loss: 21424.466796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 1865 [D loss: -6726.9097900390625] [G loss: 22435.6875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1866 [D loss: -12061.983276367188] [G loss: 22296.40234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 1867 [D loss: -10450.039566040039] [G loss: 24265.654296875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1868 [D loss: -10226.349365234375] [G loss: 25020.5859375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1869 [D loss: -8043.59912109375] [G loss: 24443.12890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1870 [D loss: -11821.9677734375] [G loss: 25866.03125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1871 [D loss: -12258.584716796875] [G loss: 25177.3125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1872 [D loss: -13084.62060546875] [G loss: 26103.162109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1873 [D loss: -12437.6123046875] [G loss: 29429.67578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1874 [D loss: -11367.48095703125] [G loss: 29856.23828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 1875 [D loss: -4051.10888671875] [G loss: 29489.10546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1876 [D loss: -11667.27783203125] [G loss: 28682.8046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1877 [D loss: -10586.352783203125] [G loss: 28634.21875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1878 [D loss: -13535.574951171875] [G loss: 27939.99609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 1879 [D loss: -11318.11279296875] [G loss: 30298.03125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 1880 [D loss: -8589.508544921875] [G loss: 26941.31640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 1881 [D loss: -6591.091796875] [G loss: 25894.40234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 1882 [D loss: -9384.4189453125] [G loss: 27103.11328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 1883 [D loss: -9543.69482421875] [G loss: 25861.7421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1884 [D loss: -5854.1376953125] [G loss: 26436.0] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1885 [D loss: -9441.50537109375] [G loss: 26563.8515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1886 [D loss: -9615.909912109375] [G loss: 27346.6015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1887 [D loss: -10209.16845703125] [G loss: 24817.224609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1888 [D loss: -9823.384765625] [G loss: 23623.2578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1889 [D loss: -10647.951171875] [G loss: 22236.3125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 1890 [D loss: -8353.189453125] [G loss: 21828.2890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 14ms/step 1891 [D loss: -7421.690673828125] [G loss: 21504.462890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1892 [D loss: -6749.421142578125] [G loss: 22536.8203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1893 [D loss: -9338.54931640625] [G loss: 20059.47265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1894 [D loss: -8607.0771484375] [G loss: 20146.9375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1895 [D loss: -7243.142578125] [G loss: 20455.087890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1896 [D loss: -9575.840576171875] [G loss: 18281.7890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 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0s 4ms/step 1900 [D loss: -2923.6884765625] [G loss: 17858.22265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1901 [D loss: -4404.125] [G loss: 16474.57421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1902 [D loss: -5786.8612060546875] [G loss: 16911.6015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1903 [D loss: -6068.967529296875] [G loss: 14528.0732421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1904 [D loss: -3921.71435546875] [G loss: 16311.0498046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1905 [D loss: -6241.15185546875] [G loss: 16132.5888671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1906 [D loss: -3651.056396484375] [G loss: 15422.201171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 3ms/step 1910 [D loss: -6125.99284362793] [G loss: 13097.064453125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1911 [D loss: -8197.062591552734] [G loss: 11831.4658203125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1912 [D loss: -5971.9874267578125] [G loss: 13552.9140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1913 [D loss: -4617.8414306640625] [G loss: 13271.888671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1914 [D loss: -5726.548583984375] [G loss: 12932.1171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1915 [D loss: -7217.418518066406] [G loss: 12053.515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1916 [D loss: -7857.413146972656] [G loss: 14778.609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1917 [D loss: -5513.206954956055] [G loss: 15712.375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1918 [D loss: -8492.296752929688] [G loss: 14655.1982421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1919 [D loss: -8284.2958984375] [G loss: 16364.49609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1920 [D loss: -4336.773376464844] [G loss: 13899.169921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1921 [D loss: -6843.351425170898] [G loss: 13595.947265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1922 [D loss: -6220.813171386719] [G loss: 12248.185546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1923 [D loss: -8554.468139648438] [G loss: 13849.876953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1924 [D loss: -11964.421875] [G loss: 14446.7353515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1925 [D loss: -6358.694091796875] [G loss: 14446.59375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1926 [D loss: -8158.724853515625] [G loss: 15278.51953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 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0s 4ms/step 1930 [D loss: -8295.5576171875] [G loss: 16715.72265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1931 [D loss: -10251.987426757812] [G loss: 14514.669921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1932 [D loss: -6717.678466796875] [G loss: 12128.60546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1933 [D loss: -5702.8004150390625] [G loss: 15421.0986328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1934 [D loss: -3481.1471252441406] [G loss: 10856.388671875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1935 [D loss: -5558.873046875] [G loss: 12413.447265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1936 [D loss: -7080.400390625] [G loss: 11303.099609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 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0s 4ms/step 1940 [D loss: -5505.397216796875] [G loss: 6461.6572265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1941 [D loss: -631.3669128417969] [G loss: 5575.7880859375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1942 [D loss: -1416.759765625] [G loss: 5495.77001953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1943 [D loss: -3229.3944091796875] [G loss: 4931.2412109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1944 [D loss: -953.3470458984375] [G loss: 2474.0380859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1945 [D loss: -1529.84375] [G loss: 1478.317138671875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1946 [D loss: 1457.1348571777344] [G loss: 2449.8818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1947 [D loss: -249.860107421875] [G loss: 2272.50634765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 1948 [D loss: 285.44866943359375] [G loss: 1696.208984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 1949 [D loss: 359.8528594970703] [G loss: -1440.0438232421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 1950 [D loss: 208.5538330078125] [G loss: -3177.6123046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1951 [D loss: 1488.2000732421875] [G loss: -3066.8623046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1952 [D loss: 307.269775390625] [G loss: -3614.097412109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1953 [D loss: 3610.193115234375] [G loss: -4325.9150390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1954 [D loss: 975.9522705078125] [G loss: -3270.63818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1955 [D loss: 1647.2220458984375] [G loss: -5198.3662109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1956 [D loss: 4802.074432373047] [G loss: -4977.98486328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1957 [D loss: -86.85595703125] [G loss: -7281.7548828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1958 [D loss: 1920.541748046875] [G loss: -6056.96337890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1959 [D loss: 4354.2633056640625] [G loss: -3680.005859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1960 [D loss: 1614.0675048828125] [G loss: -5771.4091796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1961 [D loss: -323.706298828125] [G loss: -5957.828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1962 [D loss: 2865.0289916992188] [G loss: -3980.951171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1963 [D loss: 2477.3709716796875] [G loss: -2887.60498046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1964 [D loss: 1255.0738067626953] [G loss: -740.170166015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1965 [D loss: -442.54443359375] [G loss: -2469.64208984375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1966 [D loss: -1509.4564514160156] [G loss: -1577.14599609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1967 [D loss: -1535.1741943359375] [G loss: 47.0108642578125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1968 [D loss: -289.39825439453125] [G loss: 625.527099609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1969 [D loss: -1419.5846557617188] [G loss: 4191.2548828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1970 [D loss: -1539.6000366210938] [G loss: 2285.068115234375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1971 [D loss: 1084.2882080078125] [G loss: 2899.43994140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1972 [D loss: -2688.69091796875] [G loss: 4133.85400390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1973 [D loss: -2908.41796875] [G loss: 7395.6201171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1974 [D loss: -2762.3643798828125] [G loss: 7439.00830078125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1975 [D loss: -3039.556854248047] [G loss: 7209.197265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1976 [D loss: -4212.167022705078] [G loss: 7249.5224609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1977 [D loss: -4927.602386474609] [G loss: 9622.677734375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1978 [D loss: -6078.4326171875] [G loss: 7847.61328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1979 [D loss: -5021.2886962890625] [G loss: 11185.1875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1980 [D loss: -7428.7772216796875] [G loss: 11149.0078125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1981 [D loss: -7220.2786865234375] [G loss: 14810.412109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1982 [D loss: -6057.122253417969] [G loss: 12062.185546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1983 [D loss: -5049.685119628906] [G loss: 13441.0361328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1984 [D loss: -2349.9596557617188] [G loss: 13317.765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1985 [D loss: -6428.161773681641] [G loss: 13628.6044921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1986 [D loss: -6333.4139404296875] [G loss: 15917.44140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1987 [D loss: -5228.6614990234375] [G loss: 13446.9208984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1988 [D loss: -2789.2064208984375] [G loss: 13848.07421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1989 [D loss: -4501.411193847656] [G loss: 14559.478515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 1990 [D loss: -8944.152221679688] [G loss: 15971.318359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 1991 [D loss: -6473.315414428711] [G loss: 15618.9033203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1992 [D loss: -5289.6865234375] [G loss: 15404.611328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1993 [D loss: -9103.2431640625] [G loss: 15731.021484375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1994 [D loss: -7079.854339599609] [G loss: 16548.564453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 1995 [D loss: -7193.8514404296875] [G loss: 15269.119140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1996 [D loss: -7434.76513671875] [G loss: 15470.56640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 1997 [D loss: -7181.611877441406] [G loss: 18173.4765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1998 [D loss: -8530.757263183594] [G loss: 18610.712890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 1999 [D loss: -9600.953857421875] [G loss: 15250.81640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2000 [D loss: -9141.936950683594] [G loss: 18340.572265625] 1/1 [==============================] - 0s 30ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2001 [D loss: -5632.3447265625] [G loss: 14571.296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2002 [D loss: -8394.094787597656] [G loss: 14673.771484375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2003 [D loss: -7280.404983520508] [G loss: 13195.818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2004 [D loss: -3413.459228515625] [G loss: 14315.841796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2005 [D loss: -8171.740783691406] [G loss: 16090.375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2006 [D loss: -4048.52197265625] [G loss: 12305.17578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2007 [D loss: -6009.0098876953125] [G loss: 13000.1142578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2008 [D loss: -2851.158935546875] [G loss: 14421.318359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2009 [D loss: -2203.60400390625] [G loss: 12102.6533203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2010 [D loss: -2358.114501953125] [G loss: 11741.921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2011 [D loss: -4599.676513671875] [G loss: 9402.21875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2012 [D loss: -3513.6994018554688] [G loss: 11229.677734375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2013 [D loss: -4745.1680908203125] [G loss: 11428.50390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2014 [D loss: -668.078125] [G loss: 13024.81640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2015 [D loss: -294.0213623046875] [G loss: 12973.0234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2016 [D loss: -3070.7890625] [G loss: 12731.9365234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2017 [D loss: -1706.578369140625] [G loss: 12012.44140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2018 [D loss: -3699.30810546875] [G loss: 11342.0390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2019 [D loss: -357.401123046875] [G loss: 12678.892578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2020 [D loss: -2133.6640625] [G loss: 11459.984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2021 [D loss: -2042.58935546875] [G loss: 10225.328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2022 [D loss: 228.018310546875] [G loss: 12525.236328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2023 [D loss: -977.568359375] [G loss: 11153.0126953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2024 [D loss: -2682.16259765625] [G loss: 12523.896484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2025 [D loss: -6550.81689453125] [G loss: 13106.669921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2026 [D loss: -2110.185546875] [G loss: 13437.6572265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2027 [D loss: -5870.404296875] [G loss: 15295.13671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2028 [D loss: -4999.6142578125] [G loss: 15774.3525390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2029 [D loss: -1896.158203125] [G loss: 15333.142578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2030 [D loss: -2806.884521484375] [G loss: 13722.1953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2031 [D loss: -2689.237060546875] [G loss: 15024.2431640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2032 [D loss: -2908.70751953125] [G loss: 16491.107421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2033 [D loss: -5660.672119140625] [G loss: 16105.0859375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2034 [D loss: -1555.9072265625] [G loss: 17544.94921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2035 [D loss: -3402.78369140625] [G loss: 17543.296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2036 [D loss: -675.31201171875] [G loss: 14460.884765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2037 [D loss: -3725.5078125] [G loss: 17449.93359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2038 [D loss: -7088.8515625] [G loss: 16958.142578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2039 [D loss: -4988.1171875] [G loss: 17570.40625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2040 [D loss: -3979.620361328125] [G loss: 13576.0791015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2041 [D loss: -6126.865234375] [G loss: 18395.734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2042 [D loss: -5252.777587890625] [G loss: 16791.484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2043 [D loss: -4534.03125] [G loss: 17264.80078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2044 [D loss: -1771.7373046875] [G loss: 19813.267578125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2045 [D loss: -2294.083984375] [G loss: 21109.78125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2046 [D loss: -4313.00048828125] [G loss: 17886.40234375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2047 [D loss: -9195.3994140625] [G loss: 16561.431640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2048 [D loss: -2610.3828125] [G loss: 18027.703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2049 [D loss: 531.65234375] [G loss: 17469.80078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2050 [D loss: -5094.79931640625] [G loss: 22783.19921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 2051 [D loss: -5590.333984375] [G loss: 17763.646484375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2052 [D loss: -5141.707763671875] [G loss: 19948.9765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2053 [D loss: -5575.4892578125] [G loss: 19604.541015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2054 [D loss: -6782.835205078125] [G loss: 20549.94921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2055 [D loss: -6061.6640625] [G loss: 21849.625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2056 [D loss: -8661.866455078125] [G loss: 24352.01171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2057 [D loss: -7361.616943359375] [G loss: 23869.041015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2058 [D loss: -4333.45751953125] [G loss: 22533.80078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2059 [D loss: -6483.8798828125] [G loss: 20505.84765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2060 [D loss: -6946.9697265625] [G loss: 19986.3046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2061 [D loss: -8883.577880859375] [G loss: 21696.275390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2062 [D loss: -522.32373046875] [G loss: 21401.890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2063 [D loss: -7422.0087890625] [G loss: 24191.7421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2064 [D loss: -6235.56689453125] [G loss: 20670.73828125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2065 [D loss: -7875.032470703125] [G loss: 25102.23046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2066 [D loss: -4987.7763671875] [G loss: 25721.4375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2067 [D loss: -4346.51611328125] [G loss: 22042.63671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2068 [D loss: -7422.15283203125] [G loss: 23842.1953125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2069 [D loss: -5379.59375] [G loss: 22643.634765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2070 [D loss: -5610.850341796875] [G loss: 22912.009765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2071 [D loss: -3522.04345703125] [G loss: 21885.09375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2072 [D loss: -9629.427490234375] [G loss: 20726.90234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2073 [D loss: -10995.578125] [G loss: 23603.369140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2074 [D loss: -5538.477783203125] [G loss: 23709.552734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2075 [D loss: -9398.6513671875] [G loss: 22549.91796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2076 [D loss: -5250.9268798828125] [G loss: 17596.279296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2077 [D loss: -1740.447509765625] [G loss: 22771.640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2078 [D loss: -5408.15234375] [G loss: 20141.7265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2079 [D loss: -5727.85302734375] [G loss: 18861.80859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2080 [D loss: -3746.6806640625] [G loss: 18660.341796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2081 [D loss: -13407.884033203125] [G loss: 19221.37109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2082 [D loss: -10569.792358398438] [G loss: 16840.830078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2083 [D loss: -12280.6806640625] [G loss: 16613.8046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2084 [D loss: -8614.290466308594] [G loss: 14810.689453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2085 [D loss: -12226.066284179688] [G loss: 17244.9375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2086 [D loss: -11375.575317382812] [G loss: 14706.0283203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2087 [D loss: -4211.0343017578125] [G loss: 12837.3720703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2088 [D loss: -3510.1641845703125] [G loss: 11339.1318359375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2089 [D loss: -7759.0665283203125] [G loss: 10410.443359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2090 [D loss: -2347.65087890625] [G loss: 10006.34375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2091 [D loss: -3561.4368896484375] [G loss: 7692.11669921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2092 [D loss: -5112.0904541015625] [G loss: 11992.478515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2093 [D loss: -9746.377075195312] [G loss: 7275.103515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2094 [D loss: 4974.978210449219] [G loss: 4879.06298828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2095 [D loss: -5752.547119140625] [G loss: 10190.7802734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2096 [D loss: -2815.4945068359375] [G loss: 8069.044921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2097 [D loss: -6603.241455078125] [G loss: 7215.2001953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2098 [D loss: -707.3236083984375] [G loss: 8185.662109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2099 [D loss: -1607.5391845703125] [G loss: 9530.830078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 2100 [D loss: -5634.337646484375] [G loss: 8808.640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2101 [D loss: -5563.92919921875] [G loss: 6376.66845703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2102 [D loss: -13472.39599609375] [G loss: 8775.4951171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2103 [D loss: -4867.51611328125] [G loss: 6198.09375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2104 [D loss: -4896.9056396484375] [G loss: 7840.24169921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2105 [D loss: -514.94140625] [G loss: 12767.3828125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2106 [D loss: -4161.390228271484] [G loss: 7678.4189453125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2107 [D loss: -8240.098388671875] [G loss: 10476.1962890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2108 [D loss: -7337.924072265625] [G loss: 11744.7314453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2109 [D loss: -10622.536193847656] [G loss: 12588.84765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2110 [D loss: -11437.11376953125] [G loss: 8749.931640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2111 [D loss: -6719.69873046875] [G loss: 13367.7919921875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 2112 [D loss: -7263.7923583984375] [G loss: 10860.7421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2113 [D loss: -4882.8648681640625] [G loss: 14396.0263671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2114 [D loss: -7062.1033935546875] [G loss: 15302.876953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2115 [D loss: -12250.2353515625] [G loss: 15084.8125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2116 [D loss: -5424.740020751953] [G loss: 12129.814453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2117 [D loss: -6778.4462890625] [G loss: 13931.380859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2118 [D loss: -11825.5009765625] [G loss: 14026.201171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2119 [D loss: -4473.14453125] [G loss: 15230.2568359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2120 [D loss: -8188.577392578125] [G loss: 10371.1630859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2121 [D loss: -7428.6749267578125] [G loss: 15990.4873046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2122 [D loss: -5006.938262939453] [G loss: 14288.8408203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 2123 [D loss: -5634.4801025390625] [G loss: 15781.943359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2124 [D loss: -7927.87158203125] [G loss: 13632.7216796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2125 [D loss: -7679.562255859375] [G loss: 12880.974609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2126 [D loss: -9811.414306640625] [G loss: 16455.103515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2127 [D loss: -6855.64794921875] [G loss: 20443.439453125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2128 [D loss: -5213.679138183594] [G loss: 15768.6630859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2129 [D loss: -12649.837158203125] [G loss: 16353.802734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2130 [D loss: -6100.794982910156] [G loss: 18893.421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2131 [D loss: -4228.044616699219] [G loss: 14969.20703125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2132 [D loss: -9307.328796386719] [G loss: 21141.744140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2133 [D loss: -7249.2430419921875] [G loss: 15854.49609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2134 [D loss: -4400.04833984375] [G loss: 18196.21875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2135 [D loss: -5535.07568359375] [G loss: 18057.412109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2136 [D loss: -10498.82568359375] [G loss: 19277.015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2137 [D loss: -9833.8173828125] [G loss: 20066.533203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2138 [D loss: -8755.48193359375] [G loss: 21232.19140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2139 [D loss: -7548.704833984375] [G loss: 22763.3125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2140 [D loss: -9600.5498046875] [G loss: 17181.576171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2141 [D loss: -12858.948547363281] [G loss: 19005.5234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2142 [D loss: -3632.627197265625] [G loss: 19206.40234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2143 [D loss: -6233.779296875] [G loss: 20436.8984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2144 [D loss: -7625.07861328125] [G loss: 27097.515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 2145 [D loss: -1976.149658203125] [G loss: 23242.94921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 69ms/step 2146 [D loss: -10732.19384765625] [G loss: 24771.513671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2147 [D loss: -9044.12255859375] [G loss: 23994.458984375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2148 [D loss: -5737.52099609375] [G loss: 25394.5625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2149 [D loss: -12339.08740234375] [G loss: 24101.818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2150 [D loss: -12306.113525390625] [G loss: 30462.458984375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2151 [D loss: -8672.552734375] [G loss: 27423.19921875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2152 [D loss: -8452.7021484375] [G loss: 27368.6015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2153 [D loss: -8876.2685546875] [G loss: 26778.298828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2154 [D loss: -9372.7216796875] [G loss: 24633.681640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2155 [D loss: -6770.076171875] [G loss: 26533.828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2156 [D loss: -820.88671875] [G loss: 26085.927734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2157 [D loss: -11071.6630859375] [G loss: 23325.8046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2158 [D loss: -6916.33740234375] [G loss: 23876.1171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2159 [D loss: -9723.63427734375] [G loss: 27202.6171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2160 [D loss: -9582.36328125] [G loss: 30300.984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2161 [D loss: -9708.177734375] [G loss: 27982.130859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2162 [D loss: -13602.65234375] [G loss: 30506.015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2163 [D loss: -3950.9267578125] [G loss: 28725.697265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2164 [D loss: -10981.54296875] [G loss: 28563.1953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2165 [D loss: -6073.599609375] [G loss: 26970.1015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2166 [D loss: -4935.4013671875] [G loss: 27475.21875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2167 [D loss: -11556.03759765625] [G loss: 25284.98046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2168 [D loss: -4232.603515625] [G loss: 30549.55859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2169 [D loss: -5806.68310546875] [G loss: 28054.86328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2170 [D loss: -4804.83349609375] [G loss: 26483.23046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2171 [D loss: -3931.2392578125] [G loss: 28830.609375] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 2172 [D loss: -5490.330078125] [G loss: 27878.236328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2173 [D loss: -4402.83984375] [G loss: 26199.021484375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2174 [D loss: -1466.85400390625] [G loss: 27649.140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2175 [D loss: -13048.1669921875] [G loss: 25800.009765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2176 [D loss: -7297.958984375] [G loss: 27344.75390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2177 [D loss: -7396.6865234375] [G loss: 24420.359375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2178 [D loss: -12073.982421875] [G loss: 27691.45703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2179 [D loss: -9066.1494140625] [G loss: 22503.28125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2180 [D loss: -10914.94970703125] [G loss: 27409.0703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2181 [D loss: -6266.89892578125] [G loss: 24019.41015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2182 [D loss: -14194.1787109375] [G loss: 21982.99609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2183 [D loss: 973.65869140625] [G loss: 21524.53125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2184 [D loss: -10425.4970703125] [G loss: 25583.76953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2185 [D loss: -8695.314453125] [G loss: 21103.41796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2186 [D loss: -7980.642578125] [G loss: 20350.31640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2187 [D loss: -14425.58740234375] [G loss: 21220.13671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2188 [D loss: -7781.1689453125] [G loss: 19957.71875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2189 [D loss: -959.9404296875] [G loss: 18208.310546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2190 [D loss: -4663.33251953125] [G loss: 21185.5078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2191 [D loss: -934.986328125] [G loss: 19346.09765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2192 [D loss: -10480.716552734375] [G loss: 18220.958984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2193 [D loss: -6458.095703125] [G loss: 15422.3505859375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2194 [D loss: -8822.923828125] [G loss: 27072.25390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2195 [D loss: -8031.63525390625] [G loss: 21214.984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2196 [D loss: -4063.55419921875] [G loss: 19913.140625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2197 [D loss: -5195.490234375] [G loss: 23131.12890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2198 [D loss: -8449.79638671875] [G loss: 23764.0625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2199 [D loss: -6755.19921875] [G loss: 22349.658203125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2200 [D loss: -12197.628662109375] [G loss: 24111.54296875] 1/1 [==============================] - 0s 27ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2201 [D loss: -12403.68212890625] [G loss: 25372.375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2202 [D loss: -6140.84228515625] [G loss: 23739.8671875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2203 [D loss: -4240.833984375] [G loss: 24163.037109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2204 [D loss: -9731.5888671875] [G loss: 24247.443359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2205 [D loss: -13042.50537109375] [G loss: 23861.951171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 2206 [D loss: -9609.00390625] [G loss: 24346.94140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2207 [D loss: -10156.178955078125] [G loss: 22708.25] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 2208 [D loss: -7676.71484375] [G loss: 21145.173828125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 2209 [D loss: -5599.14599609375] [G loss: 22929.490234375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 2210 [D loss: -6252.78515625] [G loss: 25389.5546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2211 [D loss: -6734.65380859375] [G loss: 25602.15625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 2212 [D loss: -9541.40771484375] [G loss: 24754.16015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2213 [D loss: -5318.4775390625] [G loss: 24353.1171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2214 [D loss: -8278.447998046875] [G loss: 21772.28125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2215 [D loss: -4842.59814453125] [G loss: 18973.77734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2216 [D loss: -2270.3916015625] [G loss: 19034.73046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2217 [D loss: -4078.754150390625] [G loss: 20435.037109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2218 [D loss: -2056.44580078125] [G loss: 22803.59765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2219 [D loss: -4710.7685546875] [G loss: 15932.126953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2220 [D loss: -2231.9912109375] [G loss: 14455.435546875] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2221 [D loss: -5325.6181640625] [G loss: 15412.673828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 2222 [D loss: -1507.56591796875] [G loss: 14553.568359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2223 [D loss: -2994.4609375] [G loss: 16623.73046875] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2224 [D loss: -5982.28564453125] [G loss: 15781.244140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2225 [D loss: -289.33837890625] [G loss: 14422.658203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2226 [D loss: -1895.09619140625] [G loss: 11367.7236328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2227 [D loss: 1444.962890625] [G loss: 10158.36328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2228 [D loss: -2509.13037109375] [G loss: 10570.4267578125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2229 [D loss: 461.240234375] [G loss: 8561.5] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2230 [D loss: -440.034912109375] [G loss: 11703.357421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2231 [D loss: 1491.6351318359375] [G loss: 8669.943359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2232 [D loss: 1621.878173828125] [G loss: 9773.998046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2233 [D loss: 1576.896240234375] [G loss: 9675.498046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2234 [D loss: -5168.349609375] [G loss: 8022.31689453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2235 [D loss: -2888.260009765625] [G loss: 7746.61865234375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2236 [D loss: 2714.151123046875] [G loss: 8236.0400390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2237 [D loss: -1997.38916015625] [G loss: 10842.8447265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2238 [D loss: -6793.273193359375] [G loss: 6231.34033203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2239 [D loss: -793.58154296875] [G loss: 12035.7890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2240 [D loss: -3316.3955078125] [G loss: 8906.6435546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2241 [D loss: -1509.34228515625] [G loss: 11943.267578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2242 [D loss: -108.927734375] [G loss: 8720.87109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2243 [D loss: -5089.76708984375] [G loss: 13443.5654296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2244 [D loss: -4827.767578125] [G loss: 14654.947265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2245 [D loss: -6390.12060546875] [G loss: 11764.4375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2246 [D loss: -5237.486328125] [G loss: 14548.826171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2247 [D loss: -7300.866943359375] [G loss: 11944.818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2248 [D loss: -1638.537353515625] [G loss: 18368.1328125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2249 [D loss: -9535.04052734375] [G loss: 18407.23046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 2250 [D loss: -1000.283203125] [G loss: 18454.1640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2251 [D loss: -8712.324951171875] [G loss: 20550.8359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2252 [D loss: -10318.644775390625] [G loss: 16379.9921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2253 [D loss: -6780.521484375] [G loss: 18809.2421875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2254 [D loss: -1955.156494140625] [G loss: 17388.36328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2255 [D loss: -5574.439453125] [G loss: 25674.337890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2256 [D loss: 1382.4482421875] [G loss: 17492.32421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2257 [D loss: -5982.242431640625] [G loss: 23571.31640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2258 [D loss: -10189.65576171875] [G loss: 21390.125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2259 [D loss: -4095.98828125] [G loss: 21833.09765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 2263 [D loss: -6497.33203125] [G loss: 20275.98828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2264 [D loss: 1953.013916015625] [G loss: 23885.2890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2265 [D loss: -1010.08544921875] [G loss: 18453.41015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2266 [D loss: -2081.726806640625] [G loss: 21300.28125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2267 [D loss: -9686.6611328125] [G loss: 17969.70703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2268 [D loss: -7481.41357421875] [G loss: 19554.75390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 2269 [D loss: -4270.8486328125] [G loss: 17923.056640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2270 [D loss: -4568.10595703125] [G loss: 16725.7421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2271 [D loss: -6657.7138671875] [G loss: 20418.099609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2272 [D loss: -7837.36083984375] [G loss: 22344.01953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2273 [D loss: -7434.12548828125] [G loss: 19971.140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2274 [D loss: -9970.31298828125] [G loss: 17445.3515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2275 [D loss: -5380.3232421875] [G loss: 18728.06640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2276 [D loss: -5654.0302734375] [G loss: 20661.59375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2277 [D loss: -5834.73828125] [G loss: 17550.357421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2278 [D loss: -9813.627197265625] [G loss: 21726.53515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2279 [D loss: -6770.62744140625] [G loss: 18442.240234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2280 [D loss: -6472.9029541015625] [G loss: 15575.0458984375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2281 [D loss: -5498.010986328125] [G loss: 16663.181640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2282 [D loss: -6837.35107421875] [G loss: 19141.09765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2283 [D loss: -6849.41015625] [G loss: 16951.2421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2284 [D loss: -862.923828125] [G loss: 15583.07421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2285 [D loss: -4095.3824462890625] [G loss: 17834.59375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2286 [D loss: 397.91259765625] [G loss: 16251.7783203125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2287 [D loss: -3261.859375] [G loss: 13600.162109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2288 [D loss: -8284.08349609375] [G loss: 20118.935546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2289 [D loss: -1823.15380859375] [G loss: 17727.37109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2290 [D loss: -6354.261962890625] [G loss: 16621.1640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2291 [D loss: -3906.25244140625] [G loss: 17920.701171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2292 [D loss: -2484.833740234375] [G loss: 17769.16796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2293 [D loss: -1411.4957275390625] [G loss: 16227.279296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2294 [D loss: -9459.85693359375] [G loss: 18579.6484375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2295 [D loss: -7302.53466796875] [G loss: 22583.90625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2296 [D loss: -10472.678466796875] [G loss: 19204.423828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2297 [D loss: -10038.45654296875] [G loss: 20939.666015625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2298 [D loss: -7745.20947265625] [G loss: 24851.046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2299 [D loss: -10916.047119140625] [G loss: 22046.30859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2300 [D loss: -9221.1337890625] [G loss: 26307.6796875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2301 [D loss: -9628.5703125] [G loss: 27423.494140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2302 [D loss: -6056.5810546875] [G loss: 26436.91015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2303 [D loss: -11162.1943359375] [G loss: 29304.90625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2304 [D loss: -2057.53515625] [G loss: 25202.248046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2305 [D loss: -8416.26611328125] [G loss: 31036.837890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2306 [D loss: -9793.77734375] [G loss: 30982.248046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2307 [D loss: -6542.1103515625] [G loss: 31918.505859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2308 [D loss: -6753.92431640625] [G loss: 31903.859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2309 [D loss: -4041.853515625] [G loss: 27234.671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2310 [D loss: -6469.2763671875] [G loss: 29401.14453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2311 [D loss: -8394.8505859375] [G loss: 25462.51953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2312 [D loss: -5928.5888671875] [G loss: 35224.7109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2313 [D loss: -10148.62060546875] [G loss: 31924.3671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2314 [D loss: -2570.990234375] [G loss: 28232.4140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2315 [D loss: -9934.873046875] [G loss: 27488.15234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2316 [D loss: -6662.78955078125] [G loss: 30344.791015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2317 [D loss: -5882.1328125] [G loss: 30390.111328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2318 [D loss: -7723.39453125] [G loss: 30992.212890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2319 [D loss: -2378.7734375] [G loss: 33765.26171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2320 [D loss: -5180.74609375] [G loss: 34646.890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2321 [D loss: -367.29296875] [G loss: 38125.0234375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2322 [D loss: -10136.4443359375] [G loss: 37388.1796875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2323 [D loss: -8442.8779296875] [G loss: 33843.26953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2324 [D loss: -9694.15234375] [G loss: 34792.70703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2325 [D loss: -3761.1083984375] [G loss: 35481.53125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2326 [D loss: -4064.25] [G loss: 34695.31640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2327 [D loss: -7666.439453125] [G loss: 36367.19921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2328 [D loss: -7018.1328125] [G loss: 34358.99609375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2329 [D loss: -8935.0595703125] [G loss: 36600.078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2330 [D loss: -6890.95703125] [G loss: 34630.8359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2331 [D loss: -9860.921875] [G loss: 33630.62890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2332 [D loss: -4678.2021484375] [G loss: 33385.1640625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2333 [D loss: 1524.6806640625] [G loss: 30908.64453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2334 [D loss: -4228.134765625] [G loss: 30770.40625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 2335 [D loss: -2627.78515625] [G loss: 29350.50390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 2336 [D loss: -2961.24609375] [G loss: 28585.185546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2337 [D loss: -3212.814453125] [G loss: 27686.12109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2338 [D loss: -4737.69140625] [G loss: 27361.4765625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2339 [D loss: -1191.0673828125] [G loss: 23965.080078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2340 [D loss: 626.87841796875] [G loss: 26113.759765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2341 [D loss: -2528.2373046875] [G loss: 25895.30078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2342 [D loss: -4568.236328125] [G loss: 29418.154296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 13ms/step 2343 [D loss: -2856.80078125] [G loss: 24010.8984375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2344 [D loss: -6605.73828125] [G loss: 23712.666015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2345 [D loss: -621.19970703125] [G loss: 20168.5] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 7ms/step 2346 [D loss: -1960.6318359375] [G loss: 19779.453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 2347 [D loss: -8576.5] [G loss: 23278.169921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2348 [D loss: -3021.62060546875] [G loss: 20655.93359375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2349 [D loss: 1002.94140625] [G loss: 19819.02734375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2350 [D loss: -5148.2001953125] [G loss: 19615.748046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2351 [D loss: -2376.11181640625] [G loss: 24787.525390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2352 [D loss: -1761.6015625] [G loss: 24426.296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2353 [D loss: 323.53369140625] [G loss: 18807.740234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2354 [D loss: -4003.06787109375] [G loss: 18032.181640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2355 [D loss: -4780.5400390625] [G loss: 20255.4453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2356 [D loss: -2512.02197265625] [G loss: 17003.35546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2357 [D loss: -4205.90625] [G loss: 16630.791015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 2358 [D loss: -2943.4189453125] [G loss: 15604.482421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2359 [D loss: 431.056640625] [G loss: 20804.421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2360 [D loss: -1225.68212890625] [G loss: 15685.046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2361 [D loss: -11096.00634765625] [G loss: 14743.2236328125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2362 [D loss: 1423.419921875] [G loss: 15425.0625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2363 [D loss: -45.1728515625] [G loss: 16446.833984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2364 [D loss: -2831.8779296875] [G loss: 12631.2890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2365 [D loss: -2242.72802734375] [G loss: 19926.310546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2366 [D loss: -1807.62255859375] [G loss: 17953.42578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2367 [D loss: -3237.18701171875] [G loss: 15041.9677734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 2368 [D loss: 248.732421875] [G loss: 15179.0263671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 3ms/step 2369 [D loss: -1840.532958984375] [G loss: 16745.384765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2370 [D loss: -4087.494873046875] [G loss: 15540.068359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 2371 [D loss: -4803.615234375] [G loss: 16184.619140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2372 [D loss: -3949.634033203125] [G loss: 16164.6337890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 2373 [D loss: -691.2646484375] [G loss: 14330.68359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2374 [D loss: -6231.55224609375] [G loss: 15863.3935546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2375 [D loss: -5136.869140625] [G loss: 13363.287109375] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2376 [D loss: -5769.95654296875] [G loss: 17183.501953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2377 [D loss: -1472.57080078125] [G loss: 16360.8173828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2378 [D loss: -5176.4013671875] [G loss: 16461.77734375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2379 [D loss: -2382.236328125] [G loss: 15857.181640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2380 [D loss: -4496.71826171875] [G loss: 16244.802734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 2381 [D loss: -7293.69775390625] [G loss: 15769.107421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 2382 [D loss: -7225.328125] [G loss: 16369.2109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2383 [D loss: -6438.39990234375] [G loss: 14148.689453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2384 [D loss: -5201.236572265625] [G loss: 17744.060546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2385 [D loss: -7190.287841796875] [G loss: 16620.3046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2386 [D loss: -5384.0849609375] [G loss: 11266.7607421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2387 [D loss: -1405.66650390625] [G loss: 12823.0234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2388 [D loss: -2468.94921875] [G loss: 13726.244140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2389 [D loss: -2863.2646484375] [G loss: 11514.830078125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2390 [D loss: -4363.5133056640625] [G loss: 9971.01171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2391 [D loss: 973.2186279296875] [G loss: 12615.5185546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2392 [D loss: -4258.12646484375] [G loss: 13036.310546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2393 [D loss: -3259.0989990234375] [G loss: 11852.109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2394 [D loss: -4697.67236328125] [G loss: 10072.4365234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2395 [D loss: -852.340576171875] [G loss: 9142.6865234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2396 [D loss: -1749.350830078125] [G loss: 9642.958984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2397 [D loss: -1349.189453125] [G loss: 8885.57421875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 5ms/step 2398 [D loss: -2031.2972412109375] [G loss: 11072.7138671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2399 [D loss: -2288.9891357421875] [G loss: 6941.44921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2400 [D loss: 915.166015625] [G loss: 10456.490234375] 1/1 [==============================] - 0s 25ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2401 [D loss: -132.874755859375] [G loss: 6370.2412109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2402 [D loss: 15.42529296875] [G loss: 8628.5458984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2403 [D loss: -5385.159423828125] [G loss: 5699.06103515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2404 [D loss: -1218.725830078125] [G loss: 6218.12451171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2405 [D loss: 116.9893798828125] [G loss: 5558.1787109375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2406 [D loss: 940.440673828125] [G loss: 6117.30126953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2407 [D loss: -1584.3572998046875] [G loss: 5640.2490234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2408 [D loss: -776.279541015625] [G loss: 7056.3896484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2409 [D loss: 63.1064453125] [G loss: 6287.0244140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2410 [D loss: -844.31591796875] [G loss: 7726.84326171875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2411 [D loss: 250.9742431640625] [G loss: 9850.85546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2412 [D loss: -1370.44677734375] [G loss: 7361.12890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2413 [D loss: -4463.468505859375] [G loss: 11269.96484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2414 [D loss: -1665.029296875] [G loss: 8906.1298828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2415 [D loss: -1017.720947265625] [G loss: 11248.138671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2416 [D loss: -2968.959716796875] [G loss: 12810.0947265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 2417 [D loss: -1251.48828125] [G loss: 14529.1328125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 6ms/step 2418 [D loss: -5545.45751953125] [G loss: 11932.8310546875] 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2419 [D loss: -3805.0521240234375] [G loss: 14402.35546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2420 [D loss: -3470.528564453125] [G loss: 12536.3759765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2421 [D loss: -5952.0982666015625] [G loss: 11433.705078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2422 [D loss: -3782.739013671875] [G loss: 16433.54296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2423 [D loss: -4930.36767578125] [G loss: 13856.2578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2424 [D loss: -1790.755126953125] [G loss: 16465.318359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 2425 [D loss: -5690.9371337890625] [G loss: 17528.2109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2426 [D loss: -7200.06005859375] [G loss: 15428.814453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2427 [D loss: -3759.73388671875] [G loss: 15596.509765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2428 [D loss: -4516.92529296875] [G loss: 15978.3203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2429 [D loss: -6205.6591796875] [G loss: 14417.1015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2430 [D loss: -3516.173583984375] [G loss: 15854.505859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2431 [D loss: -9242.502685546875] [G loss: 13855.31640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2432 [D loss: -4759.328369140625] [G loss: 16197.607421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2433 [D loss: -2392.21142578125] [G loss: 15580.6083984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2434 [D loss: -4085.27490234375] [G loss: 16395.86328125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2435 [D loss: -4289.568359375] [G loss: 16174.880859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2436 [D loss: -3359.06884765625] [G loss: 14473.037109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 2437 [D loss: -5786.7138671875] [G loss: 13338.0703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2438 [D loss: -6532.86572265625] [G loss: 15362.95703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2439 [D loss: -4582.391845703125] [G loss: 20170.32421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2440 [D loss: -8274.36376953125] [G loss: 19213.6875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2441 [D loss: -4154.48095703125] [G loss: 19350.177734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2442 [D loss: -5174.413818359375] [G loss: 20200.7265625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2443 [D loss: -7236.2958984375] [G loss: 21341.1953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 2444 [D loss: -5266.99755859375] [G loss: 25364.537109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2445 [D loss: -6968.2939453125] [G loss: 24332.49609375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 6ms/step 2446 [D loss: -11935.3125] [G loss: 25140.068359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2447 [D loss: -9712.134033203125] [G loss: 26100.68359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2448 [D loss: -7489.1865234375] [G loss: 27982.3203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2449 [D loss: -11285.158203125] [G loss: 30406.578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2450 [D loss: -12121.08251953125] [G loss: 30757.306640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2451 [D loss: -6198.28662109375] [G loss: 29796.4765625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2452 [D loss: -6902.5556640625] [G loss: 28949.34375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2453 [D loss: -6969.8232421875] [G loss: 32593.8125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2454 [D loss: -9441.82421875] [G loss: 33820.875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2455 [D loss: -8793.17578125] [G loss: 32411.201171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2456 [D loss: -11731.51220703125] [G loss: 35395.01171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2457 [D loss: -12324.3955078125] [G loss: 33265.0546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2458 [D loss: -10933.7734375] [G loss: 35348.3359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2459 [D loss: -6850.83056640625] [G loss: 31134.298828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 6ms/step 2463 [D loss: -7990.3349609375] [G loss: 30555.0703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2464 [D loss: -9109.359375] [G loss: 29848.5] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2465 [D loss: -12077.0166015625] [G loss: 33189.78125] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2466 [D loss: -9321.015625] [G loss: 30895.9296875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2467 [D loss: -8469.6376953125] [G loss: 32429.150390625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2468 [D loss: -12127.5751953125] [G loss: 30663.76953125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2469 [D loss: -14029.462158203125] [G loss: 28639.947265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 4ms/step 2473 [D loss: -1372.11181640625] [G loss: 31078.48046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2474 [D loss: -4272.939453125] [G loss: 29537.169921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2475 [D loss: -6166.19287109375] [G loss: 24582.25] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2476 [D loss: -9752.29931640625] [G loss: 25041.4921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2477 [D loss: -8647.03955078125] [G loss: 21840.759765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2478 [D loss: -8356.22314453125] [G loss: 25892.7421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2479 [D loss: -3179.15625] [G loss: 23660.30859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 4ms/step 2483 [D loss: -1342.9716796875] [G loss: 20065.47265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2484 [D loss: 402.0078125] [G loss: 22620.890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2485 [D loss: 287.83251953125] [G loss: 19149.0078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2486 [D loss: 2003.861328125] [G loss: 16238.87890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2487 [D loss: -1107.19921875] [G loss: 16812.662109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2488 [D loss: 1934.04345703125] [G loss: 15205.646484375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2489 [D loss: 358.13330078125] [G loss: 13955.14453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 7ms/step 2493 [D loss: 3215.57763671875] [G loss: 10160.759765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2494 [D loss: -649.59814453125] [G loss: 13485.3388671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2495 [D loss: -928.080322265625] [G loss: 11106.447265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2496 [D loss: 495.559814453125] [G loss: 14621.392578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 2497 [D loss: -440.5087890625] [G loss: 10959.6552734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2498 [D loss: 1166.7138671875] [G loss: 12726.2734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2499 [D loss: -1515.108642578125] [G loss: 12915.3212890625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 7ms/step 2503 [D loss: -3335.9560546875] [G loss: 13366.962890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2504 [D loss: -588.953857421875] [G loss: 11581.833984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2505 [D loss: -4104.4755859375] [G loss: 17508.736328125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2506 [D loss: -4724.642578125] [G loss: 18361.544921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2507 [D loss: 764.47412109375] [G loss: 17167.63671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 2508 [D loss: -6042.78515625] [G loss: 17714.037109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2509 [D loss: -3080.43408203125] [G loss: 20663.7421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 6ms/step 2513 [D loss: -5216.627685546875] [G loss: 20182.37890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2514 [D loss: -8897.411865234375] [G loss: 21818.23046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2515 [D loss: -2215.5654296875] [G loss: 19752.625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2516 [D loss: -4554.4453125] [G loss: 19630.8984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2517 [D loss: -2003.8818359375] [G loss: 19445.619140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2518 [D loss: -3478.5693359375] [G loss: 20820.671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2519 [D loss: -2758.5361328125] [G loss: 18032.197265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 6ms/step 2523 [D loss: -630.84130859375] [G loss: 16597.451171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2524 [D loss: -1150.69384765625] [G loss: 16871.5] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 12ms/step 2525 [D loss: -3253.52685546875] [G loss: 13503.451171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2526 [D loss: -3051.05908203125] [G loss: 16002.5908203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2527 [D loss: -2357.7900390625] [G loss: 14430.224609375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2528 [D loss: -4231.318603515625] [G loss: 15250.734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2529 [D loss: -3768.197265625] [G loss: 11409.8037109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2530 [D loss: -5063.4580078125] [G loss: 14064.216796875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 2531 [D loss: -2897.339111328125] [G loss: 12786.037109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 16ms/step 4/4 [==============================] - 0s 8ms/step 2532 [D loss: -4998.126953125] [G loss: 10316.16015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2533 [D loss: -4349.958984375] [G loss: 12835.3818359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2534 [D loss: -1123.5087890625] [G loss: 11946.29296875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2535 [D loss: -6765.36669921875] [G loss: 15543.9208984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2536 [D loss: -5198.21533203125] [G loss: 16838.6640625] 4/4 [==============================] - 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0s 4ms/step 2543 [D loss: -4054.739501953125] [G loss: 23749.30859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 2544 [D loss: -7090.470458984375] [G loss: 22962.1171875] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 2545 [D loss: -9190.489013671875] [G loss: 23495.818359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2546 [D loss: -12025.8125] [G loss: 25159.875] 4/4 [==============================] - 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0s 6ms/step 2553 [D loss: -12096.9189453125] [G loss: 32266.12109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2554 [D loss: -11535.1396484375] [G loss: 37311.98828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 2555 [D loss: -13679.4345703125] [G loss: 34350.1484375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2556 [D loss: -18620.81591796875] [G loss: 30507.486328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2557 [D loss: -8287.5439453125] [G loss: 34172.65625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2558 [D loss: -16319.5595703125] [G loss: 33313.1328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2559 [D loss: -12937.02783203125] [G loss: 30622.58203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2567 [D loss: -5510.005859375] [G loss: 26446.712890625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 2568 [D loss: -5513.345947265625] [G loss: 31330.25] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2569 [D loss: -6518.88671875] [G loss: 27110.435546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 4ms/step 2583 [D loss: -7503.46826171875] [G loss: 22068.123046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2584 [D loss: -5648.156005859375] [G loss: 22179.421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2585 [D loss: -2701.2392578125] [G loss: 21957.576171875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2586 [D loss: -7771.646484375] [G loss: 19594.0078125] 4/4 [==============================] - 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0s 5ms/step 2593 [D loss: -11088.7578125] [G loss: 33399.3359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2594 [D loss: -8728.611328125] [G loss: 37201.23046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2595 [D loss: -11848.41796875] [G loss: 35893.71484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2596 [D loss: -17929.2900390625] [G loss: 39886.81640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2597 [D loss: -18253.7822265625] [G loss: 41044.31640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2598 [D loss: -12841.650390625] [G loss: 43891.78125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2599 [D loss: -13058.287109375] [G loss: 43231.2734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2600 [D loss: -12128.7080078125] [G loss: 42275.6953125] 1/1 [==============================] - 0s 38ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 7ms/step 2601 [D loss: -11826.0] [G loss: 41974.0078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2602 [D loss: -12315.7177734375] [G loss: 43116.94140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 2603 [D loss: -4485.6904296875] [G loss: 40021.828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 2604 [D loss: -15090.62841796875] [G loss: 38764.4453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2605 [D loss: -3603.912109375] [G loss: 42053.5] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2606 [D loss: -11459.5732421875] [G loss: 43058.59375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2607 [D loss: -8313.8193359375] [G loss: 37817.0625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2608 [D loss: -14903.5888671875] [G loss: 39056.171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2609 [D loss: -12830.09619140625] [G loss: 37566.796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 6ms/step 2613 [D loss: -12384.3125] [G loss: 39627.421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2614 [D loss: -14038.5908203125] [G loss: 33457.37109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2615 [D loss: -10553.677734375] [G loss: 39786.17578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2616 [D loss: -8772.39501953125] [G loss: 34859.6328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2617 [D loss: -6313.001953125] [G loss: 30691.70703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2618 [D loss: -13551.7900390625] [G loss: 34321.765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2619 [D loss: -5903.0810546875] [G loss: 34334.484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2620 [D loss: -7651.8330078125] [G loss: 29581.33984375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2621 [D loss: -5980.41015625] [G loss: 31552.23046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2622 [D loss: -4568.3330078125] [G loss: 27138.06640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2623 [D loss: -8523.90966796875] [G loss: 29820.119140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 2624 [D loss: -5878.4541015625] [G loss: 25505.0625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2625 [D loss: -1774.08203125] [G loss: 24984.69921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2626 [D loss: -4977.09619140625] [G loss: 25144.23828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2627 [D loss: -966.1845703125] [G loss: 23005.14453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2628 [D loss: 244.66748046875] [G loss: 24375.1640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2629 [D loss: -5212.1845703125] [G loss: 24759.6953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2630 [D loss: -4354.9970703125] [G loss: 24603.36328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2631 [D loss: -900.11572265625] [G loss: 21041.486328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2632 [D loss: -4855.193359375] [G loss: 25997.703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2633 [D loss: -2988.99609375] [G loss: 20883.482421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2634 [D loss: -6425.201171875] [G loss: 22834.5703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2635 [D loss: -3990.0380859375] [G loss: 19667.703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2636 [D loss: 1211.81103515625] [G loss: 19817.39453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2637 [D loss: -4365.38623046875] [G loss: 17525.55078125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2638 [D loss: -3879.4677734375] [G loss: 23289.9609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2639 [D loss: -7083.625] [G loss: 19513.8671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2640 [D loss: -4990.580078125] [G loss: 19589.4140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2641 [D loss: -6176.7666015625] [G loss: 21953.12890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2642 [D loss: -3966.365234375] [G loss: 23078.908203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2643 [D loss: -6707.55908203125] [G loss: 20895.818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2644 [D loss: -4361.2021484375] [G loss: 27376.734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2645 [D loss: -8962.8154296875] [G loss: 25738.21875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2646 [D loss: -5920.98388671875] [G loss: 22024.443359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2647 [D loss: -10510.736328125] [G loss: 25449.86328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 10ms/step 2648 [D loss: -9121.458984375] [G loss: 27539.548828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2649 [D loss: -9906.908203125] [G loss: 25098.46484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2650 [D loss: -7283.462890625] [G loss: 24075.26953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2651 [D loss: -8712.82421875] [G loss: 26382.69921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2652 [D loss: -5830.81787109375] [G loss: 25182.55078125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 4ms/step 2653 [D loss: -3529.8955078125] [G loss: 21987.71484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2654 [D loss: -1320.890625] [G loss: 21792.5703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 2655 [D loss: -1925.93505859375] [G loss: 18058.38671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2656 [D loss: -6006.6142578125] [G loss: 22513.8203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2657 [D loss: -2312.8955078125] [G loss: 21578.0625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2658 [D loss: -4602.09375] [G loss: 22237.81640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 2659 [D loss: -5111.2509765625] [G loss: 20651.9296875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2660 [D loss: -4092.060546875] [G loss: 22192.6328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2661 [D loss: -3198.08740234375] [G loss: 20959.857421875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2662 [D loss: -2405.33984375] [G loss: 19124.546875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2663 [D loss: -3332.46533203125] [G loss: 18480.75] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2664 [D loss: -4673.08984375] [G loss: 26048.91015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2665 [D loss: -3793.6416015625] [G loss: 22882.244140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2666 [D loss: -4060.2001953125] [G loss: 23044.57421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2667 [D loss: -4880.94970703125] [G loss: 23360.755859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2668 [D loss: -7487.15673828125] [G loss: 22177.30859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2669 [D loss: -6740.43115234375] [G loss: 28106.59765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 2670 [D loss: -806.572265625] [G loss: 26449.17578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2671 [D loss: -7072.9892578125] [G loss: 27297.19140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2672 [D loss: -9192.9111328125] [G loss: 29920.7265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2673 [D loss: -9210.53857421875] [G loss: 29402.015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2674 [D loss: -9047.59375] [G loss: 25956.37109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2675 [D loss: -8239.0576171875] [G loss: 32400.578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2676 [D loss: -5945.923828125] [G loss: 27726.671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2677 [D loss: -7189.98779296875] [G loss: 33381.0390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2678 [D loss: -6370.87939453125] [G loss: 28238.359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2679 [D loss: -6111.5185546875] [G loss: 34458.1796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 2680 [D loss: -11084.451171875] [G loss: 39557.2421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2681 [D loss: -8617.22265625] [G loss: 39016.859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2682 [D loss: -8728.29296875] [G loss: 33926.55078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2683 [D loss: -6775.90625] [G loss: 36873.890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2684 [D loss: -10523.189453125] [G loss: 37608.4765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2685 [D loss: -4805.1162109375] [G loss: 31753.1640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2686 [D loss: -48.1591796875] [G loss: 30850.37890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2687 [D loss: -4212.1494140625] [G loss: 37725.296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2688 [D loss: -4939.45263671875] [G loss: 31539.34765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2689 [D loss: -6056.13525390625] [G loss: 36169.50390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 2690 [D loss: -4050.9296875] [G loss: 32618.3359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2691 [D loss: -5349.1884765625] [G loss: 30900.212890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2692 [D loss: -6825.40234375] [G loss: 26325.59765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2693 [D loss: -8392.42724609375] [G loss: 26623.421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 2694 [D loss: -8262.9365234375] [G loss: 34507.3046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2695 [D loss: -5907.7060546875] [G loss: 35941.84375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2696 [D loss: -10823.42578125] [G loss: 32934.8515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2697 [D loss: -7932.9609375] [G loss: 32904.12890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2698 [D loss: -6079.6884765625] [G loss: 39183.8203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2699 [D loss: -5962.31640625] [G loss: 39290.1640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 2700 [D loss: -7582.12109375] [G loss: 33669.12890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 2701 [D loss: -7206.740234375] [G loss: 38000.4375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 2702 [D loss: -4320.9921875] [G loss: 31886.76953125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2703 [D loss: -7163.611328125] [G loss: 28948.90234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2704 [D loss: -5759.71875] [G loss: 34825.7265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2705 [D loss: -2251.7705078125] [G loss: 32955.7265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2706 [D loss: -9437.7958984375] [G loss: 36449.171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2707 [D loss: -8990.923828125] [G loss: 31105.203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2708 [D loss: -6432.509765625] [G loss: 34417.4765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2709 [D loss: -344.7890625] [G loss: 32623.83203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 2710 [D loss: -3923.865234375] [G loss: 35941.375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2711 [D loss: -4722.5419921875] [G loss: 32725.048828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 2712 [D loss: -6921.6298828125] [G loss: 32002.296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2713 [D loss: -1192.310546875] [G loss: 31854.541015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2714 [D loss: -3506.57421875] [G loss: 31804.591796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2715 [D loss: -7692.796875] [G loss: 37190.60546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2716 [D loss: -2770.494140625] [G loss: 31674.2734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2717 [D loss: -9857.673828125] [G loss: 32501.35546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2718 [D loss: -2340.7421875] [G loss: 33944.76953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2719 [D loss: -8869.38623046875] [G loss: 30295.2578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2720 [D loss: -6230.96142578125] [G loss: 31450.3125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 2721 [D loss: -9295.1748046875] [G loss: 27738.38671875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2722 [D loss: -10625.8759765625] [G loss: 30540.234375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 2723 [D loss: -4312.43994140625] [G loss: 27587.171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2724 [D loss: -10059.4853515625] [G loss: 33398.8046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2725 [D loss: -9582.9853515625] [G loss: 30323.47265625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2726 [D loss: -4811.00732421875] [G loss: 29493.28515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2727 [D loss: -8593.49658203125] [G loss: 31095.27734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2728 [D loss: -5908.3330078125] [G loss: 22595.10546875] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2729 [D loss: -3236.76171875] [G loss: 27673.9375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 4ms/step 2733 [D loss: -3123.10205078125] [G loss: 24977.7265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 2734 [D loss: -4459.8349609375] [G loss: 21687.56640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2735 [D loss: -2398.9423828125] [G loss: 21446.58203125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2736 [D loss: -2469.5537109375] [G loss: 22364.986328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2737 [D loss: -859.115234375] [G loss: 15350.5537109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2738 [D loss: -6140.22998046875] [G loss: 13807.732421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2739 [D loss: -948.00146484375] [G loss: 16586.8203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 2743 [D loss: -2439.98193359375] [G loss: 15995.669921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2744 [D loss: -2546.708984375] [G loss: 12231.2578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2745 [D loss: -3904.176513671875] [G loss: 14843.134765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2746 [D loss: -2353.93359375] [G loss: 15123.92578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2747 [D loss: -3608.65771484375] [G loss: 16131.0634765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2748 [D loss: -3919.33984375] [G loss: 13126.7578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2749 [D loss: -5730.736328125] [G loss: 16043.4375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 4ms/step 2753 [D loss: -3670.998046875] [G loss: 14996.4072265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2754 [D loss: -7535.894775390625] [G loss: 19445.19140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2755 [D loss: -4241.4619140625] [G loss: 16636.33203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2756 [D loss: -3695.61328125] [G loss: 23206.08984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2757 [D loss: -5076.373779296875] [G loss: 19642.109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2758 [D loss: -4903.577392578125] [G loss: 21641.86328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 2759 [D loss: -7139.20654296875] [G loss: 20612.80859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2760 [D loss: -5865.013427734375] [G loss: 20395.2890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2761 [D loss: -5396.291015625] [G loss: 22626.232421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2762 [D loss: -4551.85888671875] [G loss: 14774.6552734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2763 [D loss: -2865.087646484375] [G loss: 18814.8984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 2764 [D loss: -4710.3209228515625] [G loss: 14720.0654296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2765 [D loss: -5256.4453125] [G loss: 16256.6689453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2766 [D loss: -7026.8369140625] [G loss: 14631.064453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2767 [D loss: -1614.25927734375] [G loss: 17194.45703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2768 [D loss: -7875.808349609375] [G loss: 18860.5859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2769 [D loss: -1312.955078125] [G loss: 20178.873046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2770 [D loss: -5280.9189453125] [G loss: 18485.216796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2771 [D loss: -505.1201171875] [G loss: 21841.458984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2772 [D loss: -4455.98095703125] [G loss: 19906.001953125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2773 [D loss: -5271.311279296875] [G loss: 20909.701171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2774 [D loss: -8771.564453125] [G loss: 24457.001953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2775 [D loss: -10257.08642578125] [G loss: 27259.712890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2776 [D loss: -9424.64111328125] [G loss: 26224.255859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2777 [D loss: -9424.1572265625] [G loss: 25221.58203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2778 [D loss: -11396.1650390625] [G loss: 27937.8515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2779 [D loss: -9882.77880859375] [G loss: 30199.0625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2780 [D loss: -6631.34912109375] [G loss: 29532.306640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2781 [D loss: -7977.822265625] [G loss: 29960.556640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2782 [D loss: -9825.49609375] [G loss: 30485.525390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2783 [D loss: -5013.18310546875] [G loss: 33477.046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2784 [D loss: -9466.7861328125] [G loss: 30628.73046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2785 [D loss: -7890.6640625] [G loss: 34504.171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2786 [D loss: -9888.86083984375] [G loss: 31497.642578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2787 [D loss: -14171.0830078125] [G loss: 35407.515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2788 [D loss: -12285.73046875] [G loss: 36467.42578125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2789 [D loss: -6227.93359375] [G loss: 32914.07421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2790 [D loss: -7080.36865234375] [G loss: 34609.49609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2791 [D loss: -9178.1708984375] [G loss: 31769.37890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2792 [D loss: -6644.63671875] [G loss: 33759.08203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2793 [D loss: -8197.0830078125] [G loss: 31692.7890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2794 [D loss: -10485.88232421875] [G loss: 34086.12109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2795 [D loss: -7557.6337890625] [G loss: 34628.265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2796 [D loss: -13191.2333984375] [G loss: 31445.5859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2797 [D loss: -13681.0185546875] [G loss: 40895.34375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2798 [D loss: -11132.748046875] [G loss: 31895.744140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2799 [D loss: -12377.708984375] [G loss: 40959.39453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2800 [D loss: -9137.869140625] [G loss: 34505.39453125] 1/1 [==============================] - 0s 28ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2801 [D loss: -16050.77294921875] [G loss: 38174.265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2802 [D loss: -7014.5283203125] [G loss: 40598.21875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2803 [D loss: -13091.26025390625] [G loss: 37810.984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2804 [D loss: -7670.7412109375] [G loss: 34993.03125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2805 [D loss: -22270.94140625] [G loss: 35843.98046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2806 [D loss: -11776.7158203125] [G loss: 36813.90234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2807 [D loss: -12615.1640625] [G loss: 30514.73828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2808 [D loss: -8728.6865234375] [G loss: 35611.8203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2809 [D loss: -6928.2802734375] [G loss: 38837.15234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2810 [D loss: -15699.529296875] [G loss: 36424.44921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2811 [D loss: -17598.27685546875] [G loss: 39361.87109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 2812 [D loss: -5518.7373046875] [G loss: 35619.6796875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2813 [D loss: -7016.3466796875] [G loss: 34077.515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2814 [D loss: -10781.0791015625] [G loss: 32010.37109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2815 [D loss: -4569.74267578125] [G loss: 34317.015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2816 [D loss: -7070.8076171875] [G loss: 27461.369140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2817 [D loss: -13692.3056640625] [G loss: 31579.328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2818 [D loss: -7152.0830078125] [G loss: 30153.0546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2819 [D loss: -8852.13818359375] [G loss: 23475.474609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2820 [D loss: -3273.560546875] [G loss: 21375.671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2821 [D loss: -8881.5859375] [G loss: 26507.76953125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2822 [D loss: -598.6708984375] [G loss: 19449.404296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2823 [D loss: -4862.50537109375] [G loss: 16843.349609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2824 [D loss: -7165.62353515625] [G loss: 17875.17578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2825 [D loss: -2189.5810546875] [G loss: 21410.7421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 2826 [D loss: -3121.3427734375] [G loss: 18753.6171875] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2827 [D loss: -1983.224609375] [G loss: 18364.828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2828 [D loss: -399.29833984375] [G loss: 15284.1005859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2829 [D loss: -1941.455078125] [G loss: 17196.87109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2830 [D loss: -2854.7939453125] [G loss: 16072.1357421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2831 [D loss: -884.1708984375] [G loss: 17636.48046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2832 [D loss: -2911.7412109375] [G loss: 14618.564453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2833 [D loss: -1271.3759765625] [G loss: 26635.27734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2834 [D loss: -7473.949951171875] [G loss: 21989.94921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2835 [D loss: -6978.4755859375] [G loss: 26064.134765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2836 [D loss: -7604.3466796875] [G loss: 32637.1328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2837 [D loss: -5358.4736328125] [G loss: 31732.23046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2838 [D loss: -8055.8330078125] [G loss: 33007.37109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2839 [D loss: -13447.9033203125] [G loss: 32124.5] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2840 [D loss: -7649.75341796875] [G loss: 43912.76171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 2841 [D loss: -10629.89453125] [G loss: 32942.6015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2842 [D loss: -9668.44140625] [G loss: 42407.7421875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2843 [D loss: -10518.6259765625] [G loss: 40073.8125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2844 [D loss: -14754.5517578125] [G loss: 40785.90625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2845 [D loss: -7091.345703125] [G loss: 33426.61328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2846 [D loss: -12371.87109375] [G loss: 33684.8984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2847 [D loss: -6075.2421875] [G loss: 36101.765625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2848 [D loss: -17195.392578125] [G loss: 33416.8515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2849 [D loss: -10037.6884765625] [G loss: 38789.9921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2850 [D loss: -16071.1337890625] [G loss: 36931.89453125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2851 [D loss: -10085.71044921875] [G loss: 45412.2890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2852 [D loss: -6716.0234375] [G loss: 37939.8359375] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2853 [D loss: -6067.0029296875] [G loss: 37206.8515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2854 [D loss: -6805.69775390625] [G loss: 36589.4609375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2855 [D loss: -7428.33544921875] [G loss: 39636.015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2856 [D loss: -9306.1943359375] [G loss: 31119.376953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2857 [D loss: -12165.54150390625] [G loss: 31026.94140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2858 [D loss: -8829.04296875] [G loss: 34397.109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 3ms/step 2859 [D loss: -4251.7646484375] [G loss: 25494.689453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2860 [D loss: -5092.12353515625] [G loss: 29256.6328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2861 [D loss: -10382.01220703125] [G loss: 26065.4765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2862 [D loss: -6456.30078125] [G loss: 29594.72265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2863 [D loss: -3271.26953125] [G loss: 24755.978515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2864 [D loss: -5097.95361328125] [G loss: 21083.126953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2865 [D loss: -5433.369140625] [G loss: 23740.53515625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2866 [D loss: -4163.05859375] [G loss: 26234.25] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 2867 [D loss: -5244.94873046875] [G loss: 23263.572265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2868 [D loss: -5580.7578125] [G loss: 23247.2734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2869 [D loss: -8458.99755859375] [G loss: 21858.537109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2870 [D loss: -5130.80126953125] [G loss: 21601.18359375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2871 [D loss: -4550.1357421875] [G loss: 19591.59765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 2872 [D loss: -4349.30908203125] [G loss: 20424.5703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2873 [D loss: -4409.48095703125] [G loss: 20561.849609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 3ms/step 2874 [D loss: -8912.560546875] [G loss: 24173.85546875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2875 [D loss: -1729.873046875] [G loss: 22007.8671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2876 [D loss: -4930.822265625] [G loss: 26497.19921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2877 [D loss: -4499.1162109375] [G loss: 24076.13671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2878 [D loss: -3582.4326171875] [G loss: 22217.517578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2879 [D loss: -5396.98486328125] [G loss: 21906.9453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2880 [D loss: -586.87646484375] [G loss: 22685.2265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2881 [D loss: -6403.05712890625] [G loss: 25445.19140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2882 [D loss: -4991.263671875] [G loss: 26156.87109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2883 [D loss: -2458.673828125] [G loss: 20848.0234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2884 [D loss: -3954.548828125] [G loss: 22809.66015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2885 [D loss: -2620.1748046875] [G loss: 22111.015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2886 [D loss: -6881.603515625] [G loss: 24159.916015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2887 [D loss: -3055.47998046875] [G loss: 24312.654296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2888 [D loss: -5235.24462890625] [G loss: 23447.3984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2889 [D loss: -5709.525390625] [G loss: 21997.87109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2890 [D loss: -3138.8544921875] [G loss: 19611.65625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2891 [D loss: -5729.4814453125] [G loss: 20842.02734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2892 [D loss: -209.34716796875] [G loss: 24898.92578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2893 [D loss: -8252.94921875] [G loss: 23415.640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 2894 [D loss: -3389.47705078125] [G loss: 27136.96875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2895 [D loss: -3528.920166015625] [G loss: 22452.8828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2896 [D loss: -3823.58984375] [G loss: 23561.625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2897 [D loss: -5248.4736328125] [G loss: 21032.80859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2898 [D loss: -5660.91015625] [G loss: 21863.48046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2899 [D loss: -4253.9951171875] [G loss: 19825.099609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2900 [D loss: -4551.2431640625] [G loss: 23915.79296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2901 [D loss: -6795.43994140625] [G loss: 25905.56640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2902 [D loss: -5893.3203125] [G loss: 26913.42578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2903 [D loss: -4537.3388671875] [G loss: 23555.5078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2904 [D loss: -8192.9814453125] [G loss: 27868.4609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2905 [D loss: -7344.0478515625] [G loss: 25471.40625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2906 [D loss: -8696.25732421875] [G loss: 27042.23046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2907 [D loss: -9780.130859375] [G loss: 25559.10546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2908 [D loss: -5180.25] [G loss: 26970.2109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2909 [D loss: -5224.744140625] [G loss: 27489.94921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2910 [D loss: -6393.97998046875] [G loss: 29025.8671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2911 [D loss: -9585.83837890625] [G loss: 25491.71484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2912 [D loss: -8686.97119140625] [G loss: 29729.9453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2913 [D loss: -9832.841796875] [G loss: 24979.873046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2914 [D loss: -5889.94775390625] [G loss: 28009.25] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2915 [D loss: -7744.38720703125] [G loss: 30317.203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2916 [D loss: -3624.5673828125] [G loss: 32438.111328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2917 [D loss: -4076.1416015625] [G loss: 27116.759765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2918 [D loss: -3760.7265625] [G loss: 24667.623046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2919 [D loss: -5955.505859375] [G loss: 26888.60546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2920 [D loss: -11847.7841796875] [G loss: 22411.865234375] 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2921 [D loss: -4762.99169921875] [G loss: 24975.53515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2922 [D loss: -4076.9970703125] [G loss: 23294.3515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2923 [D loss: -5544.6064453125] [G loss: 25759.25390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2924 [D loss: -4424.2236328125] [G loss: 22185.0390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2925 [D loss: -5395.44873046875] [G loss: 24340.498046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2926 [D loss: -8020.91845703125] [G loss: 28382.890625] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2927 [D loss: -8532.12060546875] [G loss: 27683.67578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2928 [D loss: -6500.48974609375] [G loss: 21921.818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2929 [D loss: -4127.0009765625] [G loss: 26156.98828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 2933 [D loss: -3359.99365234375] [G loss: 19515.607421875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2934 [D loss: -3360.49609375] [G loss: 25442.66796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2935 [D loss: -4881.095703125] [G loss: 22862.609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2936 [D loss: -5291.4716796875] [G loss: 20604.13671875] 4/4 [==============================] - 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0s 4ms/step 2943 [D loss: -1956.42724609375] [G loss: 23697.029296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2944 [D loss: -8518.7021484375] [G loss: 23126.9140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2945 [D loss: 1382.02685546875] [G loss: 25918.275390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2946 [D loss: -4235.4599609375] [G loss: 21638.634765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2947 [D loss: -9152.693359375] [G loss: 23433.109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2948 [D loss: -3479.25537109375] [G loss: 25233.8046875] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2949 [D loss: -5061.0146484375] [G loss: 19105.7890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2950 [D loss: -1380.0712890625] [G loss: 20754.94921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2951 [D loss: -5605.93310546875] [G loss: 21632.765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2952 [D loss: -1446.68212890625] [G loss: 20739.576171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 2953 [D loss: -5779.8916015625] [G loss: 16032.7431640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2954 [D loss: -6044.75048828125] [G loss: 24219.529296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2955 [D loss: -2010.57177734375] [G loss: 26094.861328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 2956 [D loss: -4712.7216796875] [G loss: 19227.2734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2957 [D loss: 1145.7744140625] [G loss: 17708.078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 2958 [D loss: -2052.673828125] [G loss: 17941.833984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 2959 [D loss: -3196.907958984375] [G loss: 17546.708984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2960 [D loss: -1504.7060546875] [G loss: 17304.890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2961 [D loss: -791.99951171875] [G loss: 13036.685546875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2962 [D loss: -954.84716796875] [G loss: 10766.216796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2963 [D loss: -1858.35498046875] [G loss: 11600.3427734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2964 [D loss: -1816.46875] [G loss: 13034.998046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 2965 [D loss: -3028.508056640625] [G loss: 14750.6640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2966 [D loss: 706.165283203125] [G loss: 10615.40625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2967 [D loss: 954.854736328125] [G loss: 9384.6875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2968 [D loss: -434.467529296875] [G loss: 8825.609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 2969 [D loss: 74.96923828125] [G loss: 5543.9501953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 2973 [D loss: -995.9320068359375] [G loss: 8169.7802734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2974 [D loss: -3460.0341796875] [G loss: 15627.310546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2975 [D loss: -4408.617919921875] [G loss: 18577.10546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 2976 [D loss: -8852.8193359375] [G loss: 22382.22265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 2977 [D loss: -5584.616455078125] [G loss: 25930.751953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2978 [D loss: -7654.36181640625] [G loss: 22516.08203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2979 [D loss: -8732.32861328125] [G loss: 19698.3125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 46ms/step 4/4 [==============================] - 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0s 4ms/step 2983 [D loss: -3359.705322265625] [G loss: 12375.2421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2984 [D loss: -2307.2421875] [G loss: 15138.33203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 2985 [D loss: -760.71337890625] [G loss: 9550.470703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2986 [D loss: -1255.19384765625] [G loss: 7966.88232421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 2987 [D loss: -789.14306640625] [G loss: 6633.7802734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 2988 [D loss: 365.48388671875] [G loss: 2866.0234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2989 [D loss: 103.476806640625] [G loss: 2035.5108642578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 2990 [D loss: 118.1805419921875] [G loss: 2254.09716796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 2991 [D loss: 93.347412109375] [G loss: 2518.6748046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2992 [D loss: -16.1785888671875] [G loss: 3107.702880859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 2993 [D loss: -439.7554931640625] [G loss: 3816.28759765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 2994 [D loss: -731.2514038085938] [G loss: 3360.41796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 2995 [D loss: -789.804931640625] [G loss: 3317.9482421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 2996 [D loss: -1035.5477294921875] [G loss: 3406.912841796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 2997 [D loss: -1129.578369140625] [G loss: 3505.560546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 2998 [D loss: -1425.0438232421875] [G loss: 4460.2294921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 2999 [D loss: -2554.7791748046875] [G loss: 7195.5146484375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3000 [D loss: -2300.365509033203] [G loss: 4991.982421875] 1/1 [==============================] - 0s 29ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3001 [D loss: -3239.9916381835938] [G loss: 5700.7900390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3002 [D loss: -2826.7155151367188] [G loss: 6817.6640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3003 [D loss: -3069.1755981445312] [G loss: 7978.23876953125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3004 [D loss: -3005.9388427734375] [G loss: 9689.26171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3005 [D loss: -3469.5672607421875] [G loss: 9877.5595703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3006 [D loss: -3426.8070068359375] [G loss: 12553.5712890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3007 [D loss: -3227.882568359375] [G loss: 10822.8671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 3008 [D loss: -3763.66455078125] [G loss: 9985.419921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 3009 [D loss: -4228.473388671875] [G loss: 9772.181640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3010 [D loss: -3598.4574279785156] [G loss: 10498.947265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3011 [D loss: -2916.2992248535156] [G loss: 8623.1591796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 3012 [D loss: -3534.857879638672] [G loss: 9038.79296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3013 [D loss: -5036.942047119141] [G loss: 10656.8251953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3014 [D loss: -4116.074523925781] [G loss: 9911.8251953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3015 [D loss: -3088.4767456054688] [G loss: 8554.669921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3016 [D loss: -3275.2063598632812] [G loss: 7788.408203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3017 [D loss: -3396.1551513671875] [G loss: 6570.92041015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3018 [D loss: -3274.9982299804688] [G loss: 6287.380859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3019 [D loss: -4128.0125732421875] [G loss: 6152.63037109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3020 [D loss: -2895.6762084960938] [G loss: 4411.35400390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3021 [D loss: -3464.02197265625] [G loss: 4184.2607421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3022 [D loss: -2429.4962158203125] [G loss: 4109.34765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3023 [D loss: -4236.7000732421875] [G loss: 3394.069091796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3024 [D loss: -2730.6516723632812] [G loss: 2083.2666015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3025 [D loss: -3225.0881958007812] [G loss: 2294.3515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3026 [D loss: -3913.5436096191406] [G loss: 1431.52783203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3027 [D loss: -3307.6223068237305] [G loss: 712.283935546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3028 [D loss: -2813.8151321411133] [G loss: 576.1140747070312] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3029 [D loss: -2612.1087951660156] [G loss: 540.2672119140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3030 [D loss: -2937.763427734375] [G loss: -1015.7555541992188] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3031 [D loss: -3111.47900390625] [G loss: -1187.11083984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3032 [D loss: -4381.7017822265625] [G loss: -1440.810302734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3033 [D loss: -2989.167724609375] [G loss: -2027.343017578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3034 [D loss: -3722.032470703125] [G loss: -2320.82177734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3035 [D loss: -2872.9864501953125] [G loss: -2032.0196533203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3036 [D loss: -3849.266357421875] [G loss: -2958.517578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3037 [D loss: -3926.644287109375] [G loss: -3310.521484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3038 [D loss: -3064.111083984375] [G loss: -4152.4375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3039 [D loss: -2159.716796875] [G loss: -5013.689453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3040 [D loss: -2059.354736328125] [G loss: -5611.142578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3041 [D loss: -1754.4208984375] [G loss: -6059.74853515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3042 [D loss: -1323.957763671875] [G loss: -7703.93017578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 3043 [D loss: -884.17626953125] [G loss: -7840.3515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3044 [D loss: -820.87548828125] [G loss: -8886.740234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3045 [D loss: 778.173828125] [G loss: -8947.076171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3046 [D loss: -42.54443359375] [G loss: -9295.0625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3047 [D loss: 945.24365234375] [G loss: -9836.28515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3048 [D loss: 1166.56103515625] [G loss: -10287.3017578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3049 [D loss: 1414.8349609375] [G loss: -11400.96484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3050 [D loss: 1566.722900390625] [G loss: -12506.244140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3051 [D loss: 2221.5234375] [G loss: -12401.697265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3052 [D loss: 1526.7265625] [G loss: -12586.705078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3053 [D loss: 1797.1328125] [G loss: -12726.0869140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3054 [D loss: 1181.64697265625] [G loss: -12760.78515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3055 [D loss: 2226.03271484375] [G loss: -12677.3720703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3056 [D loss: 1069.1279296875] [G loss: -14055.697265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3057 [D loss: 217.77880859375] [G loss: -13273.4130859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3058 [D loss: 803.41162109375] [G loss: -13541.94140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3059 [D loss: 1727.27001953125] [G loss: -14239.556640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3060 [D loss: -432.8349609375] [G loss: -14337.7412109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3061 [D loss: -333.99609375] [G loss: -14804.4794921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3062 [D loss: 2277.20166015625] [G loss: -14260.259765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3063 [D loss: 1429.73828125] [G loss: -14897.6220703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3064 [D loss: 2820.78125] [G loss: -15422.67578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3065 [D loss: -847.625] [G loss: -15618.70703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3066 [D loss: 280.90087890625] [G loss: -14341.9501953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3067 [D loss: 1011.94140625] [G loss: -13784.7607421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3068 [D loss: 481.890625] [G loss: -14441.6064453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3069 [D loss: 844.5634765625] [G loss: -13897.1083984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3070 [D loss: 1739.51611328125] [G loss: -14246.2900390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3071 [D loss: 2028.49853515625] [G loss: -14422.6318359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 16ms/step 3072 [D loss: 835.63134765625] [G loss: -14195.8193359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3073 [D loss: 1314.478515625] [G loss: -14610.083984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3074 [D loss: 461.4814453125] [G loss: -14159.03125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3075 [D loss: 1614.75927734375] [G loss: -13945.1162109375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3076 [D loss: 816.49462890625] [G loss: -13997.791015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3077 [D loss: 1278.4443359375] [G loss: -13852.9833984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3078 [D loss: -88.31640625] [G loss: -13442.6875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3079 [D loss: 866.97509765625] [G loss: -13156.93359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3080 [D loss: -1028.5712890625] [G loss: -13100.255859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3081 [D loss: 1854.404296875] [G loss: -13884.361328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3082 [D loss: 1124.0830078125] [G loss: -13507.9052734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 3083 [D loss: 2151.5283203125] [G loss: -13023.81640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3084 [D loss: 1897.5146484375] [G loss: -13413.4033203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3085 [D loss: 1326.16943359375] [G loss: -12994.16796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3086 [D loss: 1715.0625] [G loss: -12648.689453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3087 [D loss: 1774.60302734375] [G loss: -13256.310546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3088 [D loss: -851.91796875] [G loss: -13413.189453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3089 [D loss: 1019.78564453125] [G loss: -12400.751953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3090 [D loss: 1143.34619140625] [G loss: -13196.662109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3091 [D loss: 1342.7080078125] [G loss: -12902.25390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3092 [D loss: 807.34228515625] [G loss: -12817.74609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3093 [D loss: 485.58349609375] [G loss: -12445.779296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3094 [D loss: 1348.83203125] [G loss: -12544.021484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3095 [D loss: 126.91162109375] [G loss: -11998.349609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3096 [D loss: 1525.6943359375] [G loss: -12105.30859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3097 [D loss: 780.72705078125] [G loss: -11842.76171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3098 [D loss: 633.97412109375] [G loss: -11233.26953125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 3099 [D loss: 811.68603515625] [G loss: -11213.443359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3100 [D loss: 795.06005859375] [G loss: -10745.6982421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3101 [D loss: 613.71826171875] [G loss: -10517.9677734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3102 [D loss: 832.4755859375] [G loss: -10400.8896484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3103 [D loss: -1106.64111328125] [G loss: -10799.4892578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3104 [D loss: -396.240234375] [G loss: -10859.150390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3105 [D loss: -1083.19482421875] [G loss: -10342.84375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3106 [D loss: 25.17626953125] [G loss: -10283.939453125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3107 [D loss: -251.19189453125] [G loss: -10713.2021484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3108 [D loss: -456.87451171875] [G loss: -10712.263671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3109 [D loss: -806.5185546875] [G loss: -10891.572265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3110 [D loss: -546.69189453125] [G loss: -10873.046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3111 [D loss: -1038.60791015625] [G loss: -11030.0380859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3112 [D loss: -761.34033203125] [G loss: -10877.650390625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 17ms/step 4/4 [==============================] - 0s 7ms/step 3113 [D loss: 258.19921875] [G loss: -10535.513671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3114 [D loss: 537.96435546875] [G loss: -10456.673828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3115 [D loss: 1122.40234375] [G loss: -11055.4931640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3116 [D loss: 451.91455078125] [G loss: -10468.8623046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3117 [D loss: 1042.39892578125] [G loss: -11275.6806640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3118 [D loss: 128.72412109375] [G loss: -10369.333984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3119 [D loss: 620.69091796875] [G loss: -11276.880859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3120 [D loss: 380.5244140625] [G loss: -10479.873046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3121 [D loss: -190.3623046875] [G loss: -10435.5078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3122 [D loss: 952.515625] [G loss: -10801.8671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3123 [D loss: -1177.54638671875] [G loss: -10826.77734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3124 [D loss: 1215.74951171875] [G loss: -10519.3671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3125 [D loss: 1571.1083984375] [G loss: -10970.220703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 17ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3126 [D loss: 120.14208984375] [G loss: -10422.4521484375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3127 [D loss: -689.6337890625] [G loss: -10267.091796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3128 [D loss: 305.7734375] [G loss: -9987.38671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3129 [D loss: 210.71875] [G loss: -9864.388671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3130 [D loss: 349.537353515625] [G loss: -9261.58984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3131 [D loss: 283.701171875] [G loss: -9041.099609375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3132 [D loss: 892.23291015625] [G loss: -8788.7890625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3133 [D loss: 564.2783203125] [G loss: -8178.435546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3134 [D loss: 377.9150390625] [G loss: -7533.9814453125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3135 [D loss: 61.2275390625] [G loss: -6837.212890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3136 [D loss: 774.860595703125] [G loss: -6636.8583984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 3137 [D loss: 83.316162109375] [G loss: -5835.7548828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3138 [D loss: -110.02392578125] [G loss: -5229.81689453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3139 [D loss: -271.353515625] [G loss: -4778.078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3140 [D loss: 44.876953125] [G loss: -4335.15625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3141 [D loss: -268.26513671875] [G loss: -4216.51025390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 3142 [D loss: -236.334228515625] [G loss: -3658.265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3143 [D loss: 102.770263671875] [G loss: -3404.70361328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3144 [D loss: -198.300537109375] [G loss: -3070.8876953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3145 [D loss: -7.970703125] [G loss: -2690.145263671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3146 [D loss: -292.27490234375] [G loss: -2295.791015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3147 [D loss: -841.542724609375] [G loss: -2054.1826171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3148 [D loss: -412.115966796875] [G loss: -1746.0859375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3149 [D loss: -109.9295654296875] [G loss: -1640.30859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3150 [D loss: -912.6971435546875] [G loss: -1390.59765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3151 [D loss: -809.2564086914062] [G loss: -1616.6153564453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3152 [D loss: -711.300048828125] [G loss: -1553.560302734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3153 [D loss: -682.0509033203125] [G loss: -1746.548583984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3154 [D loss: -1094.2606811523438] [G loss: -1865.7197265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3155 [D loss: -483.6346435546875] [G loss: -1747.093017578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3156 [D loss: -1161.4638671875] [G loss: -1645.6875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3157 [D loss: -541.421142578125] [G loss: -1799.615234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3158 [D loss: -468.39984130859375] [G loss: -1865.54052734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3159 [D loss: -428.3270263671875] [G loss: -1937.6165771484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3160 [D loss: -586.6754150390625] [G loss: -1855.617431640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3161 [D loss: 316.919921875] [G loss: -1643.1983642578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 85ms/step 4/4 [==============================] - 0s 4ms/step 3162 [D loss: -550.7314453125] [G loss: -1679.68505859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3163 [D loss: -207.10498046875] [G loss: -1296.211181640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3164 [D loss: -393.87530517578125] [G loss: -1435.43603515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3165 [D loss: -307.13531494140625] [G loss: -1412.175537109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3166 [D loss: -199.92022705078125] [G loss: -1346.207763671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3167 [D loss: -240.4708251953125] [G loss: -1230.89892578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3168 [D loss: -15.4835205078125] [G loss: -1007.02099609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3169 [D loss: -156.3154296875] [G loss: -1155.70361328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3170 [D loss: -330.2176513671875] [G loss: -898.29736328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3171 [D loss: -340.18011474609375] [G loss: -930.94384765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3172 [D loss: -229.7418212890625] [G loss: -1041.3515625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3173 [D loss: -437.4903869628906] [G loss: -1074.918701171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3174 [D loss: -556.8447875976562] [G loss: -1187.59228515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3175 [D loss: -82.158203125] [G loss: -1222.7696533203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3176 [D loss: 19.93426513671875] [G loss: -1246.470703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3177 [D loss: -322.9716796875] [G loss: -1217.1650390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3178 [D loss: -503.5811767578125] [G loss: -1418.868408203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3186 [D loss: -616.7647094726562] [G loss: -1892.360107421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3187 [D loss: -206.515869140625] [G loss: -1986.9508056640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3188 [D loss: -458.1832275390625] [G loss: -1759.571044921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3189 [D loss: -350.920166015625] [G loss: -1849.3106689453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3190 [D loss: -595.3642578125] [G loss: -2120.1044921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3191 [D loss: 26.2451171875] [G loss: -2160.1494140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3192 [D loss: -454.1688232421875] [G loss: -1903.9881591796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3193 [D loss: -678.33740234375] [G loss: -1753.005859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3194 [D loss: -719.4730834960938] [G loss: -1603.16455078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3199 [D loss: -816.064208984375] [G loss: -2261.1767578125] 4/4 [==============================] - 0s 3ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3200 [D loss: -531.5064697265625] [G loss: -2365.80859375] 1/1 [==============================] - 0s 30ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3201 [D loss: -330.07177734375] [G loss: -2059.40966796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3202 [D loss: -514.6134033203125] [G loss: -2312.920654296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3203 [D loss: -760.0413208007812] [G loss: -2373.859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3204 [D loss: -880.173095703125] [G loss: -2008.80810546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3205 [D loss: -523.4635009765625] [G loss: -2150.626708984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3206 [D loss: -806.099365234375] [G loss: -2105.0673828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3207 [D loss: -514.1236572265625] [G loss: -2471.44140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3208 [D loss: -73.805419921875] [G loss: -2116.181640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3209 [D loss: -270.4659423828125] [G loss: -2213.674560546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3210 [D loss: -822.54248046875] [G loss: -2369.1591796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3211 [D loss: -521.2862548828125] [G loss: -2221.1669921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3212 [D loss: -966.5126953125] [G loss: -2487.56494140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3213 [D loss: -287.6544189453125] [G loss: -2817.614013671875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3214 [D loss: 92.977294921875] [G loss: -2383.4873046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3215 [D loss: -312.2938232421875] [G loss: -2475.8115234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3216 [D loss: -84.383544921875] [G loss: -2623.095703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3217 [D loss: -340.316162109375] [G loss: -2695.94091796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3218 [D loss: -318.6885986328125] [G loss: -2513.89892578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3219 [D loss: -34.2818603515625] [G loss: -2769.705078125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3220 [D loss: 168.2703857421875] [G loss: -2749.9130859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3221 [D loss: -595.828369140625] [G loss: -2736.6044921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3222 [D loss: -715.685546875] [G loss: -2961.51904296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3223 [D loss: -634.958740234375] [G loss: -2903.947265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3224 [D loss: 229.12353515625] [G loss: -2598.798583984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3229 [D loss: -682.19482421875] [G loss: -2737.845703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3230 [D loss: -963.41943359375] [G loss: -2861.221923828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3231 [D loss: -197.6650390625] [G loss: -3082.502685546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3232 [D loss: -259.2139892578125] [G loss: -3047.672119140625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3233 [D loss: -505.8370361328125] [G loss: -2925.438232421875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3234 [D loss: -1.859375] [G loss: -2688.36181640625] 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3235 [D loss: -523.5296630859375] [G loss: -2742.18603515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3236 [D loss: -750.6475830078125] [G loss: -3159.0361328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3237 [D loss: -596.352783203125] [G loss: -3177.3154296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3238 [D loss: -335.322021484375] [G loss: -3497.4833984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3239 [D loss: -724.9730224609375] [G loss: -3206.63818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3240 [D loss: -205.6104736328125] [G loss: -3399.49267578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3241 [D loss: -662.220458984375] [G loss: -3023.320556640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3242 [D loss: -268.95361328125] [G loss: -3292.2998046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3243 [D loss: -155.4569091796875] [G loss: -2695.16357421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3244 [D loss: 178.89794921875] [G loss: -3181.84033203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3245 [D loss: -904.6708984375] [G loss: -2978.746337890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3246 [D loss: -629.2159423828125] [G loss: -2842.15869140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3247 [D loss: -182.7972412109375] [G loss: -3169.2265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3248 [D loss: -228.4664306640625] [G loss: -2914.442626953125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3249 [D loss: 75.904541015625] [G loss: -2734.4267578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3250 [D loss: -335.0272216796875] [G loss: -3086.157470703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3251 [D loss: -544.680419921875] [G loss: -2470.615478515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3252 [D loss: -741.481201171875] [G loss: -2420.92529296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3253 [D loss: -929.1434326171875] [G loss: -2615.632568359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3254 [D loss: -131.551513671875] [G loss: -2509.604736328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3255 [D loss: -554.13623046875] [G loss: -2589.871337890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3256 [D loss: -209.2952880859375] [G loss: -2508.24609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3257 [D loss: -729.31396484375] [G loss: -2445.87109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3258 [D loss: -1042.4486083984375] [G loss: -2542.58740234375] 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3269 [D loss: -586.71533203125] [G loss: -2000.093017578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3270 [D loss: -790.0015869140625] [G loss: -2001.7828369140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3271 [D loss: -1208.664306640625] [G loss: -2068.3935546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3272 [D loss: -599.4776611328125] [G loss: -2119.755615234375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3273 [D loss: -893.17236328125] [G loss: -2297.185546875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3274 [D loss: -407.1844482421875] [G loss: -2359.3955078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3275 [D loss: -420.8834228515625] [G loss: -2189.953369140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3276 [D loss: -191.7344970703125] [G loss: -1917.7735595703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3277 [D loss: -722.8003540039062] [G loss: -2047.8621826171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3282 [D loss: -703.764892578125] [G loss: -1860.982177734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3283 [D loss: -998.3065185546875] [G loss: -1660.866943359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3284 [D loss: -367.827880859375] [G loss: -1538.185302734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3288 [D loss: -861.5330200195312] [G loss: -1650.05078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3289 [D loss: -247.583740234375] [G loss: -1755.648193359375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3290 [D loss: -611.20458984375] [G loss: -1699.183837890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3295 [D loss: -748.103759765625] [G loss: -1659.80859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3296 [D loss: -425.69244384765625] [G loss: -1727.7462158203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3297 [D loss: -667.529541015625] [G loss: -1913.22119140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 4ms/step 3304 [D loss: -350.8109130859375] [G loss: -1803.46875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3305 [D loss: -391.0048828125] [G loss: -1866.69091796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 3306 [D loss: -477.561279296875] [G loss: -1865.1273193359375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3307 [D loss: -226.061279296875] [G loss: -1783.4024658203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3308 [D loss: -502.00775146484375] [G loss: -1682.7264404296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3309 [D loss: -741.8153076171875] [G loss: -1763.644775390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3310 [D loss: -540.9514770507812] [G loss: -1788.2279052734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3311 [D loss: -292.767333984375] [G loss: -1883.856689453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3312 [D loss: -574.4495849609375] [G loss: -1878.801513671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3313 [D loss: -1245.4959106445312] [G loss: -1832.5484619140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3314 [D loss: -814.360107421875] [G loss: -1887.976806640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3315 [D loss: -604.8370361328125] [G loss: -1919.2119140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3316 [D loss: -1531.52783203125] [G loss: -2088.451171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3317 [D loss: -739.9683837890625] [G loss: -2148.335693359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3318 [D loss: -636.82666015625] [G loss: -2221.740966796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3319 [D loss: -843.900634765625] [G loss: -2357.24853515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3320 [D loss: -270.048095703125] [G loss: -2196.934326171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3321 [D loss: -1065.646728515625] [G loss: -2209.76220703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3322 [D loss: -1001.28515625] [G loss: -2508.765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3323 [D loss: -917.1339111328125] [G loss: -2419.62255859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3324 [D loss: -387.635498046875] [G loss: -2558.218505859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3325 [D loss: -1119.957763671875] [G loss: -2462.27685546875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3326 [D loss: -664.700439453125] [G loss: -2268.234619140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 3327 [D loss: -440.116455078125] [G loss: -2281.967041015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3328 [D loss: -630.28857421875] [G loss: -2268.98828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3329 [D loss: -569.330078125] [G loss: -2288.36962890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3330 [D loss: -666.544921875] [G loss: -2533.964111328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3331 [D loss: -578.0843505859375] [G loss: -2257.41650390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3332 [D loss: -364.624755859375] [G loss: -2131.25830078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 3333 [D loss: -488.3104248046875] [G loss: -1942.53662109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3347 [D loss: -407.220947265625] [G loss: -1429.7330322265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3348 [D loss: -656.3316040039062] [G loss: -1347.9691162109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3349 [D loss: -445.0025634765625] [G loss: -1416.58251953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3350 [D loss: -367.8741455078125] [G loss: -1546.672119140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3351 [D loss: -855.065185546875] [G loss: -1434.448486328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3352 [D loss: -446.5791015625] [G loss: -1301.7264404296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3353 [D loss: -543.3427124023438] [G loss: -1292.1217041015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3354 [D loss: -374.7506103515625] [G loss: -1278.6463623046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3355 [D loss: -371.2662353515625] [G loss: -1379.127197265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3356 [D loss: -363.979736328125] [G loss: -1255.7164306640625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3357 [D loss: -360.034423828125] [G loss: -1179.749267578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3358 [D loss: -549.4608154296875] [G loss: -1225.04052734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3366 [D loss: -747.9497680664062] [G loss: -1205.03515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3367 [D loss: -634.4390869140625] [G loss: -1326.1246337890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3368 [D loss: -569.1719970703125] [G loss: -1511.54150390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3369 [D loss: -949.47705078125] [G loss: -1566.2099609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3370 [D loss: -357.84326171875] [G loss: -1772.890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3371 [D loss: -337.26123046875] [G loss: -1633.341064453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3376 [D loss: -603.1171875] [G loss: -2299.89111328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3377 [D loss: -653.3924560546875] [G loss: -2100.592041015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3378 [D loss: -805.8753662109375] [G loss: -1912.491943359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3382 [D loss: -251.42474365234375] [G loss: -1666.3699951171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3383 [D loss: -194.1783447265625] [G loss: -1518.3885498046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3384 [D loss: -246.0506591796875] [G loss: -1368.224853515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3389 [D loss: -47.54693603515625] [G loss: -787.3631591796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3390 [D loss: -402.90106201171875] [G loss: -758.6627197265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3391 [D loss: -62.528533935546875] [G loss: -443.5584716796875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3392 [D loss: -241.88690185546875] [G loss: -459.7961730957031] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3393 [D loss: -382.77490234375] [G loss: -339.65130615234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3394 [D loss: -284.28173828125] [G loss: -327.66168212890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3395 [D loss: -292.6737823486328] [G loss: -256.295166015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3396 [D loss: -188.3631591796875] [G loss: -365.9765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3397 [D loss: -199.38497924804688] [G loss: -257.7479553222656] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3398 [D loss: -504.07598876953125] [G loss: -265.1597900390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3399 [D loss: -506.2293701171875] [G loss: -381.89080810546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3400 [D loss: -429.7403259277344] [G loss: -487.057861328125] 1/1 [==============================] - 0s 35ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3401 [D loss: -858.2950439453125] [G loss: -817.660888671875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3402 [D loss: -558.19384765625] [G loss: -995.578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3403 [D loss: -131.44232177734375] [G loss: -1260.9483642578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3404 [D loss: -382.00445556640625] [G loss: -1379.827392578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3405 [D loss: -684.5902099609375] [G loss: -1463.7548828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3406 [D loss: -730.20458984375] [G loss: -1471.9351806640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3407 [D loss: -908.2779541015625] [G loss: -1568.6102294921875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3408 [D loss: -417.6458740234375] [G loss: -1538.6700439453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3409 [D loss: -440.2877197265625] [G loss: -1583.24853515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3410 [D loss: -472.2147216796875] [G loss: -1363.507080078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 9ms/step 3414 [D loss: -402.32696533203125] [G loss: -1379.436767578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3415 [D loss: -835.9865112304688] [G loss: -1365.23583984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3416 [D loss: -309.345703125] [G loss: -1299.94580078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 3417 [D loss: -874.0016479492188] [G loss: -1496.41845703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3418 [D loss: -685.0529174804688] [G loss: -1310.78076171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 3419 [D loss: -703.839599609375] [G loss: -1491.0718994140625] 4/4 [==============================] - 0s 27ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3420 [D loss: -667.9852294921875] [G loss: -1559.7554931640625] 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3424 [D loss: -561.5435791015625] [G loss: -1353.94189453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3425 [D loss: -496.6307373046875] [G loss: -1280.523681640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3426 [D loss: -645.7574462890625] [G loss: -1190.71044921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3430 [D loss: -321.100341796875] [G loss: -1096.5328369140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3431 [D loss: -151.4501953125] [G loss: -1094.205810546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3432 [D loss: -341.330810546875] [G loss: -825.558837890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3437 [D loss: -328.52850341796875] [G loss: -1079.6875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3438 [D loss: -108.09716796875] [G loss: -816.498046875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3439 [D loss: -29.232513427734375] [G loss: -703.3826904296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3447 [D loss: -156.5662841796875] [G loss: -1093.1864013671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3448 [D loss: -265.957275390625] [G loss: -987.7642211914062] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3449 [D loss: -135.29949951171875] [G loss: -1230.2330322265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3450 [D loss: -281.3388671875] [G loss: -1157.2994384765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3451 [D loss: -4.81695556640625] [G loss: -1009.25927734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3452 [D loss: -330.61456298828125] [G loss: -1114.640869140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3453 [D loss: -312.6168212890625] [G loss: -1053.097900390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3454 [D loss: -407.88525390625] [G loss: -1016.9920654296875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3455 [D loss: -248.67559814453125] [G loss: -1112.633056640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3456 [D loss: -372.4974365234375] [G loss: -888.3502197265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 3457 [D loss: -186.06167602539062] [G loss: -885.1836547851562] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3458 [D loss: -308.8004455566406] [G loss: -1027.6112060546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3463 [D loss: -503.829833984375] [G loss: -826.8034057617188] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 3464 [D loss: -690.6246337890625] [G loss: -749.3939819335938] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3465 [D loss: -1021.2124328613281] [G loss: -859.2294921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3466 [D loss: -862.7254638671875] [G loss: -810.357666015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3467 [D loss: -1117.5691528320312] [G loss: -795.0361938476562] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 3468 [D loss: -1010.7440185546875] [G loss: -805.9818115234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3472 [D loss: -1512.515625] [G loss: -1018.4534301757812] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3473 [D loss: -1007.781005859375] [G loss: -993.7599487304688] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3474 [D loss: -1079.4699096679688] [G loss: -922.2962646484375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3475 [D loss: -1328.61376953125] [G loss: -1160.8203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3476 [D loss: -564.3967895507812] [G loss: -1106.10498046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3477 [D loss: -872.0108642578125] [G loss: -1421.3642578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3478 [D loss: -867.0838623046875] [G loss: -1283.4168701171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3479 [D loss: -1369.6619262695312] [G loss: -1090.09765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3480 [D loss: -785.0340576171875] [G loss: -1420.56640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3481 [D loss: -808.5430908203125] [G loss: -1383.685546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3482 [D loss: -1386.5172119140625] [G loss: -1663.2646484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3483 [D loss: -202.656982421875] [G loss: -1441.0601806640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3484 [D loss: -636.4566650390625] [G loss: -1525.2822265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3485 [D loss: -1016.942138671875] [G loss: -1178.691650390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3486 [D loss: -420.079345703125] [G loss: -1374.6104736328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3487 [D loss: -679.0316162109375] [G loss: -1499.3470458984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3488 [D loss: -693.6077880859375] [G loss: -1541.0338134765625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3489 [D loss: -975.435546875] [G loss: -1399.453369140625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3490 [D loss: -761.2557983398438] [G loss: -1375.6617431640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3491 [D loss: -844.1802368164062] [G loss: -1372.640380859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3492 [D loss: -527.4324340820312] [G loss: -1262.3194580078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3493 [D loss: -448.871826171875] [G loss: -1268.6837158203125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3494 [D loss: -591.0543212890625] [G loss: -1317.8511962890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3495 [D loss: -267.2437744140625] [G loss: -1367.5206298828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3496 [D loss: -417.7581787109375] [G loss: -1486.3843994140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3497 [D loss: -709.7477416992188] [G loss: -1826.761962890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3498 [D loss: -612.9373779296875] [G loss: -1669.860107421875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3499 [D loss: -889.5333251953125] [G loss: -1644.3721923828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3500 [D loss: -416.6357421875] [G loss: -1836.9595947265625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3501 [D loss: -505.24566650390625] [G loss: -1648.4295654296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3502 [D loss: -872.8155517578125] [G loss: -1903.62353515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3503 [D loss: -707.337158203125] [G loss: -1947.7862548828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3504 [D loss: -54.1007080078125] [G loss: -1799.824951171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3505 [D loss: -351.99072265625] [G loss: -1765.361328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 67ms/step 4/4 [==============================] - 0s 5ms/step 3506 [D loss: -825.7952880859375] [G loss: -2188.486572265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3507 [D loss: -766.8946533203125] [G loss: -2157.11767578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3508 [D loss: -156.5770263671875] [G loss: -2051.6142578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3509 [D loss: -641.392578125] [G loss: -2354.0263671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3510 [D loss: -661.5908203125] [G loss: -2002.2548828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3511 [D loss: -241.297119140625] [G loss: -2153.3759765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3512 [D loss: -701.7706298828125] [G loss: -1832.6881103515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3513 [D loss: -644.994873046875] [G loss: -2008.80322265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3514 [D loss: -1215.046142578125] [G loss: -2112.5068359375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3515 [D loss: -798.521484375] [G loss: -1982.0223388671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3516 [D loss: 75.6920166015625] [G loss: -2107.1962890625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3517 [D loss: 221.1207275390625] [G loss: -2001.805419921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3518 [D loss: -420.2779541015625] [G loss: -1856.5484619140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3519 [D loss: -270.1004638671875] [G loss: -1637.1849365234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3520 [D loss: 289.94671630859375] [G loss: -1666.153564453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3521 [D loss: -110.11077880859375] [G loss: -1312.767822265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3522 [D loss: -403.5284423828125] [G loss: -1369.48291015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3523 [D loss: -506.9368896484375] [G loss: -1412.6597900390625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3524 [D loss: -498.4586181640625] [G loss: -1319.9832763671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3525 [D loss: -995.627197265625] [G loss: -1180.223388671875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3526 [D loss: -782.8211669921875] [G loss: -1367.2845458984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3527 [D loss: -513.4849243164062] [G loss: -1474.89453125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3528 [D loss: -627.5791015625] [G loss: -1382.7391357421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3529 [D loss: -44.97406005859375] [G loss: -1232.759521484375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3530 [D loss: -357.40185546875] [G loss: -1166.213134765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3531 [D loss: -1044.9063110351562] [G loss: -1203.621337890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3532 [D loss: -669.0094604492188] [G loss: -1052.619140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3533 [D loss: -757.2056274414062] [G loss: -1078.662109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 3534 [D loss: -662.427490234375] [G loss: -1252.731201171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3535 [D loss: -712.7872314453125] [G loss: -1253.3155517578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3536 [D loss: -756.9370727539062] [G loss: -1098.3524169921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3537 [D loss: -301.76336669921875] [G loss: -1293.7281494140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3538 [D loss: -845.2041015625] [G loss: -1313.979736328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3539 [D loss: -123.0948486328125] [G loss: -1253.52001953125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 3540 [D loss: -747.7775268554688] [G loss: -1394.2960205078125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3541 [D loss: -305.50567626953125] [G loss: -1467.06640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3542 [D loss: -305.0247802734375] [G loss: -1324.667724609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3543 [D loss: -679.8994140625] [G loss: -1328.1239013671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3544 [D loss: -453.84649658203125] [G loss: -1469.9404296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3545 [D loss: -967.4854736328125] [G loss: -1368.701171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3546 [D loss: -635.2242431640625] [G loss: -1182.150390625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3547 [D loss: -722.23876953125] [G loss: -1254.698974609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3548 [D loss: -448.782470703125] [G loss: -1300.906494140625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3549 [D loss: -1154.9462280273438] [G loss: -1290.1224365234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3550 [D loss: -765.3112182617188] [G loss: -1319.332763671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3551 [D loss: -557.2957763671875] [G loss: -1263.9276123046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3552 [D loss: -906.0916748046875] [G loss: -1237.217529296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3553 [D loss: -360.308349609375] [G loss: -1328.005126953125] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3554 [D loss: -759.4693603515625] [G loss: -1273.0006103515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3555 [D loss: -937.715576171875] [G loss: -1126.240234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3556 [D loss: -383.8040771484375] [G loss: -1081.3046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3557 [D loss: -504.174560546875] [G loss: -1001.2987060546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3558 [D loss: 81.2431640625] [G loss: -1112.835693359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3559 [D loss: -245.269287109375] [G loss: -1037.9749755859375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3560 [D loss: -841.699462890625] [G loss: -1216.763427734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3561 [D loss: -320.4788818359375] [G loss: -1177.8480224609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3562 [D loss: -744.2452392578125] [G loss: -1148.0045166015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3563 [D loss: -248.746826171875] [G loss: -1102.462890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3564 [D loss: -662.6998901367188] [G loss: -1019.3153076171875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3565 [D loss: -454.9166259765625] [G loss: -965.968994140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3566 [D loss: -115.03131103515625] [G loss: -930.7057495117188] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3567 [D loss: -247.87603759765625] [G loss: -942.9757080078125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 3568 [D loss: -702.6876831054688] [G loss: -939.1512451171875] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3569 [D loss: -293.6505126953125] [G loss: -806.9091186523438] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3570 [D loss: -410.54534912109375] [G loss: -692.4644775390625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3571 [D loss: -615.3943481445312] [G loss: -810.7823486328125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 26ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3576 [D loss: 157.33160400390625] [G loss: -512.318603515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3577 [D loss: 114.12069702148438] [G loss: -411.830810546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3578 [D loss: -99.66775512695312] [G loss: -291.9106750488281] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3579 [D loss: -87.12782287597656] [G loss: -118.73165893554688] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 3580 [D loss: -197.27692413330078] [G loss: -264.99609375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3581 [D loss: -22.94196319580078] [G loss: -252.4140625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3582 [D loss: -106.46452331542969] [G loss: -24.496234893798828] 4/4 [==============================] - 0s 62ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3583 [D loss: -225.45366668701172] [G loss: -224.342529296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3584 [D loss: -202.86260223388672] [G loss: 63.71623992919922] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3585 [D loss: 101.24362182617188] [G loss: 142.89169311523438] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3586 [D loss: -127.94259262084961] [G loss: 178.78587341308594] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3587 [D loss: -258.9872283935547] [G loss: 197.0400848388672] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3588 [D loss: -293.0251579284668] [G loss: 229.15478515625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3589 [D loss: -158.80863189697266] [G loss: 315.5204772949219] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3590 [D loss: -54.78476333618164] [G loss: 359.95318603515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3591 [D loss: -180.06291961669922] [G loss: 351.25048828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3592 [D loss: -212.85684967041016] [G loss: 520.9354248046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3593 [D loss: -297.3595428466797] [G loss: 714.834716796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3594 [D loss: -464.7981262207031] [G loss: 802.2105102539062] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3595 [D loss: -41.442779541015625] [G loss: 863.6173095703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3596 [D loss: -347.44295501708984] [G loss: 542.6617431640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3597 [D loss: 45.868896484375] [G loss: 699.09423828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3605 [D loss: -405.9195251464844] [G loss: 1238.98779296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3606 [D loss: -391.8428039550781] [G loss: 1241.81689453125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3607 [D loss: -363.960205078125] [G loss: 1339.61572265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3608 [D loss: -295.4225158691406] [G loss: 1411.030029296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3609 [D loss: -428.2437744140625] [G loss: 1420.8292236328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3610 [D loss: -187.67291259765625] [G loss: 1645.91552734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3611 [D loss: -479.4191589355469] [G loss: 1438.8209228515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3612 [D loss: -800.6864624023438] [G loss: 1371.752685546875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3613 [D loss: -740.3905029296875] [G loss: 1360.340576171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 54ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3614 [D loss: -901.4214782714844] [G loss: 1389.1533203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3615 [D loss: -740.5441741943359] [G loss: 1210.109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3616 [D loss: -887.5038146972656] [G loss: 1016.4945068359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3617 [D loss: -535.0762634277344] [G loss: 1059.833740234375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3618 [D loss: -837.2283325195312] [G loss: 1003.2341918945312] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 3619 [D loss: -1058.47412109375] [G loss: 1099.5538330078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3620 [D loss: -622.2085418701172] [G loss: 1010.4166870117188] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3621 [D loss: -966.0584106445312] [G loss: 1068.851806640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3622 [D loss: -981.1242828369141] [G loss: 809.2237548828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3623 [D loss: -1081.6481628417969] [G loss: 586.9293212890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3624 [D loss: -1115.3577499389648] [G loss: 539.419921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3625 [D loss: -1612.4560241699219] [G loss: 191.51849365234375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3626 [D loss: -1128.4971771240234] [G loss: 49.39796447753906] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3627 [D loss: -1175.5764484405518] [G loss: -25.99239730834961] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3628 [D loss: -961.6707000732422] [G loss: -13.9718017578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3629 [D loss: -1605.5679626464844] [G loss: -12.082443237304688] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3630 [D loss: -1654.9119567871094] [G loss: -531.919189453125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3631 [D loss: -285.8349609375] [G loss: -749.89013671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3632 [D loss: -1345.770751953125] [G loss: -742.0909423828125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3633 [D loss: -636.346923828125] [G loss: -1130.056884765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3634 [D loss: -1216.7022094726562] [G loss: -815.3914794921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 3635 [D loss: -754.31884765625] [G loss: -1156.091552734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3636 [D loss: -866.29443359375] [G loss: -1356.848876953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 3637 [D loss: -470.802978515625] [G loss: -1703.654541015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3638 [D loss: -1655.9791870117188] [G loss: -1542.85302734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3639 [D loss: -598.52001953125] [G loss: -1689.635986328125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3640 [D loss: -683.0682373046875] [G loss: -1819.548583984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3641 [D loss: -309.517578125] [G loss: -1960.9857177734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 3642 [D loss: -522.2158203125] [G loss: -1896.46240234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3647 [D loss: -950.87109375] [G loss: -1865.140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3648 [D loss: -830.706298828125] [G loss: -1618.12060546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 3649 [D loss: -324.966796875] [G loss: -1615.958251953125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3650 [D loss: -1377.4788818359375] [G loss: -1450.7451171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3651 [D loss: -926.0042114257812] [G loss: -1550.3507080078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3652 [D loss: -763.873046875] [G loss: -1578.7373046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3653 [D loss: -938.24169921875] [G loss: -1657.23095703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3654 [D loss: -1560.4224853515625] [G loss: -1450.577880859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3655 [D loss: -493.151611328125] [G loss: -1251.788330078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3656 [D loss: -520.76513671875] [G loss: -1380.4608154296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3657 [D loss: -900.0760498046875] [G loss: -1217.6510009765625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3658 [D loss: -992.2183837890625] [G loss: -1012.3355102539062] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 3659 [D loss: -466.8154296875] [G loss: -1136.7965087890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3660 [D loss: -909.3607177734375] [G loss: -1054.7939453125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3661 [D loss: -611.5087890625] [G loss: -792.825927734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3662 [D loss: -1406.6663513183594] [G loss: -831.4867553710938] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3663 [D loss: -1217.2809448242188] [G loss: -805.2720947265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3664 [D loss: -344.41888427734375] [G loss: -850.0994873046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3665 [D loss: -1368.3189086914062] [G loss: -766.4554443359375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3666 [D loss: -847.066650390625] [G loss: -899.8126220703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3667 [D loss: -1262.894775390625] [G loss: -850.2506103515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3668 [D loss: -1392.6404418945312] [G loss: -821.659423828125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3673 [D loss: -505.6660461425781] [G loss: -781.7540893554688] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3674 [D loss: -1538.1673583984375] [G loss: -675.1827392578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3675 [D loss: -1208.0025939941406] [G loss: -740.2298583984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3679 [D loss: -1329.4176940917969] [G loss: -737.93701171875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3680 [D loss: -852.9015808105469] [G loss: -1020.9496459960938] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3681 [D loss: -971.195068359375] [G loss: -1034.1920166015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3682 [D loss: -1267.2032470703125] [G loss: -1022.53125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 81ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3683 [D loss: -745.864013671875] [G loss: -934.176025390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3684 [D loss: -640.2967529296875] [G loss: -887.1180419921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3685 [D loss: -706.0549621582031] [G loss: -854.1290893554688] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3686 [D loss: -557.6889038085938] [G loss: -1171.642333984375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3687 [D loss: -1200.684814453125] [G loss: -1084.560791015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 3688 [D loss: -663.1029052734375] [G loss: -1154.9478759765625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3689 [D loss: -106.4246826171875] [G loss: -1111.81494140625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3690 [D loss: -471.9797668457031] [G loss: -1355.334228515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3691 [D loss: -559.6434936523438] [G loss: -1147.833984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3692 [D loss: -308.20660400390625] [G loss: -1421.25244140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3693 [D loss: -572.2435302734375] [G loss: -1352.293212890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3694 [D loss: -497.89727783203125] [G loss: -1838.11669921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3695 [D loss: -440.62841796875] [G loss: -1384.222412109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3696 [D loss: -94.3759765625] [G loss: -1374.7108154296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3697 [D loss: -277.0064697265625] [G loss: -1412.91162109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3698 [D loss: 31.7166748046875] [G loss: -1551.748291015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3699 [D loss: -452.2628173828125] [G loss: -1247.60595703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3700 [D loss: -148.1170654296875] [G loss: -1346.4603271484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3701 [D loss: 44.13446044921875] [G loss: -1149.300048828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3702 [D loss: 199.10498046875] [G loss: -1175.276611328125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3703 [D loss: -45.28411865234375] [G loss: -1116.346435546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3704 [D loss: -230.3604736328125] [G loss: -978.8163452148438] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3705 [D loss: -116.724853515625] [G loss: -1032.566162109375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3706 [D loss: -257.86029052734375] [G loss: -1088.0501708984375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3707 [D loss: -23.54345703125] [G loss: -685.97998046875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3708 [D loss: 77.94308471679688] [G loss: -868.1167602539062] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3709 [D loss: -109.20376586914062] [G loss: -665.7357177734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3710 [D loss: -127.82333374023438] [G loss: -632.44580078125] 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3711 [D loss: -156.64398193359375] [G loss: -480.02899169921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3712 [D loss: 14.501556396484375] [G loss: -562.5985107421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3713 [D loss: -279.91485595703125] [G loss: -432.1982421875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3714 [D loss: -329.7733459472656] [G loss: -477.1979675292969] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3715 [D loss: -187.6301727294922] [G loss: -504.00286865234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3716 [D loss: -181.17608642578125] [G loss: -541.0145263671875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3717 [D loss: -243.291748046875] [G loss: -667.9720458984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3718 [D loss: -231.85635375976562] [G loss: -707.7841796875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3719 [D loss: -122.8255615234375] [G loss: -668.9851684570312] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3720 [D loss: -207.93328857421875] [G loss: -703.873779296875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 3721 [D loss: -283.9140930175781] [G loss: -585.6381225585938] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3722 [D loss: -223.393310546875] [G loss: -642.330322265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3723 [D loss: -230.68426513671875] [G loss: -682.2171630859375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 3724 [D loss: -480.4248046875] [G loss: -620.0021362304688] 4/4 [==============================] - 0s 97ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3725 [D loss: -378.184814453125] [G loss: -769.0517578125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3726 [D loss: -369.59100341796875] [G loss: -737.0533447265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3737 [D loss: -690.8056030273438] [G loss: -554.9335327148438] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3738 [D loss: -723.3154296875] [G loss: -634.3267822265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3739 [D loss: -883.9429016113281] [G loss: -558.11865234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 9ms/step 3750 [D loss: -431.9571228027344] [G loss: -754.4000244140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3751 [D loss: -198.651123046875] [G loss: -621.14599609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3752 [D loss: -526.7872619628906] [G loss: -664.4888916015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 3757 [D loss: -800.03466796875] [G loss: -678.6633911132812] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3758 [D loss: -564.7902526855469] [G loss: -573.720947265625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3759 [D loss: -461.5443420410156] [G loss: -520.2762451171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 3780 [D loss: -514.0497436523438] [G loss: -638.0020141601562] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3781 [D loss: -567.0394287109375] [G loss: -744.2462768554688] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3782 [D loss: -755.6613159179688] [G loss: -832.5808715820312] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3783 [D loss: -845.1819458007812] [G loss: -583.9729614257812] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3784 [D loss: -708.8723754882812] [G loss: -618.1866455078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3785 [D loss: -678.451171875] [G loss: -773.3032836914062] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3786 [D loss: -891.7757568359375] [G loss: -599.0005493164062] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3787 [D loss: -815.4602661132812] [G loss: -474.79779052734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3788 [D loss: -696.737548828125] [G loss: -476.9857177734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3789 [D loss: -551.9825439453125] [G loss: -487.2783508300781] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 3790 [D loss: -872.5670471191406] [G loss: -546.6263427734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3791 [D loss: -705.5619201660156] [G loss: -581.699462890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3792 [D loss: -621.2203063964844] [G loss: -344.16192626953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3793 [D loss: -981.4800720214844] [G loss: -584.4718627929688] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3794 [D loss: -936.5220336914062] [G loss: -332.31134033203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3795 [D loss: -849.1938781738281] [G loss: -199.6222381591797] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3796 [D loss: -1168.6584167480469] [G loss: -604.83837890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 12ms/step 3797 [D loss: -1163.7330627441406] [G loss: -587.8240966796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3798 [D loss: -1458.8072814941406] [G loss: -539.685791015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3799 [D loss: -980.7548828125] [G loss: -295.0982666015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3800 [D loss: -523.5498046875] [G loss: -605.341796875] 1/1 [==============================] - 0s 37ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3801 [D loss: -470.2890625] [G loss: -612.85595703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3802 [D loss: -974.7204437255859] [G loss: -687.7296142578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3803 [D loss: -758.2227172851562] [G loss: -571.6000366210938] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3804 [D loss: -1386.6538696289062] [G loss: -630.558837890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3805 [D loss: -771.1182098388672] [G loss: -536.22607421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3806 [D loss: -478.1233825683594] [G loss: -435.1756591796875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3807 [D loss: -511.13214111328125] [G loss: -443.48248291015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 3808 [D loss: -882.7539825439453] [G loss: -551.0013427734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 5ms/step 3809 [D loss: -492.12432861328125] [G loss: -579.5205078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 4ms/step 3810 [D loss: -466.8914489746094] [G loss: -792.458740234375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3811 [D loss: -823.5175170898438] [G loss: -583.37060546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3812 [D loss: -260.40985107421875] [G loss: -557.60205078125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 21ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3813 [D loss: -350.4708251953125] [G loss: -791.5418701171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3814 [D loss: -510.445068359375] [G loss: -708.9998779296875] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3815 [D loss: -455.0729064941406] [G loss: -486.550048828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3816 [D loss: -458.32989501953125] [G loss: -664.2841186523438] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3817 [D loss: -714.793212890625] [G loss: -930.0410766601562] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3818 [D loss: -762.6605834960938] [G loss: -679.4334716796875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 24ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3819 [D loss: -384.3202209472656] [G loss: -301.27349853515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3820 [D loss: -673.4773635864258] [G loss: -176.27391052246094] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 3821 [D loss: -363.630859375] [G loss: -750.8259887695312] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3822 [D loss: -74.92413330078125] [G loss: -675.7935791015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 10ms/step 3823 [D loss: 185.24267578125] [G loss: -497.4517517089844] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3824 [D loss: -442.3784484863281] [G loss: -574.0225219726562] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3825 [D loss: -93.77679443359375] [G loss: -438.6610107421875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 60ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3826 [D loss: -174.03750610351562] [G loss: -89.0438003540039] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3827 [D loss: -514.2061767578125] [G loss: -324.37261962890625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3828 [D loss: -317.7165985107422] [G loss: -247.41561889648438] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3829 [D loss: -204.60366821289062] [G loss: -230.80836486816406] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3830 [D loss: -24.04510498046875] [G loss: -198.334228515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 14ms/step 4/4 [==============================] - 0s 20ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3831 [D loss: -302.9017333984375] [G loss: -385.39093017578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3832 [D loss: -219.18109130859375] [G loss: -335.6427307128906] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3833 [D loss: -411.1373596191406] [G loss: -367.1155090332031] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 10ms/step 3834 [D loss: -232.6759796142578] [G loss: -50.9163818359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3835 [D loss: -227.6320037841797] [G loss: -155.81961059570312] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3836 [D loss: -714.042724609375] [G loss: -400.9598083496094] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3837 [D loss: -404.0315704345703] [G loss: -487.3260803222656] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3838 [D loss: -218.10675048828125] [G loss: -605.08251953125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3839 [D loss: -364.21832275390625] [G loss: -423.0781555175781] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3840 [D loss: -506.13092041015625] [G loss: -374.3892822265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3841 [D loss: -846.4409484863281] [G loss: 1.716888427734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3842 [D loss: -358.4169006347656] [G loss: -352.3478088378906] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3843 [D loss: -344.5013122558594] [G loss: -245.60507202148438] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 3844 [D loss: -677.8696746826172] [G loss: -497.49945068359375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3845 [D loss: -599.3684692382812] [G loss: -300.1529541015625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3846 [D loss: -541.8516845703125] [G loss: -307.2684020996094] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3847 [D loss: -621.8787231445312] [G loss: -435.8488464355469] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3848 [D loss: -168.85260009765625] [G loss: -584.1840209960938] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3849 [D loss: -460.3717956542969] [G loss: -393.85357666015625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3850 [D loss: -755.8551635742188] [G loss: -451.26275634765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3851 [D loss: -454.4892578125] [G loss: -700.0028076171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3852 [D loss: -417.4880065917969] [G loss: -703.0433349609375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3853 [D loss: -905.1517944335938] [G loss: -636.6307373046875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 3854 [D loss: -668.5367431640625] [G loss: -730.1844482421875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 3855 [D loss: -398.6962890625] [G loss: -738.4844970703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 3856 [D loss: -666.0546875] [G loss: -732.184814453125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 3857 [D loss: -459.2354736328125] [G loss: -856.019287109375] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 3858 [D loss: -81.6488037109375] [G loss: -757.398193359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 15ms/step 3859 [D loss: -552.2730102539062] [G loss: -613.7494506835938] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3860 [D loss: -345.6046142578125] [G loss: -601.3761596679688] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3861 [D loss: -294.929931640625] [G loss: -617.3211669921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3862 [D loss: -613.0643920898438] [G loss: -493.787841796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3863 [D loss: -410.26678466796875] [G loss: -406.0362548828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3864 [D loss: -207.44296264648438] [G loss: -372.5447998046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3865 [D loss: -819.5053100585938] [G loss: -445.62603759765625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3866 [D loss: -364.62506103515625] [G loss: -400.29461669921875] 4/4 [==============================] - 5s 2s/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3867 [D loss: -646.4749145507812] [G loss: -486.25494384765625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3868 [D loss: -399.62408447265625] [G loss: -304.9384765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3869 [D loss: -352.61834716796875] [G loss: -485.8413391113281] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 3870 [D loss: -529.5519409179688] [G loss: -422.9464416503906] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3871 [D loss: -366.16259765625] [G loss: -392.1280517578125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3872 [D loss: -586.7775268554688] [G loss: -479.8975830078125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3873 [D loss: -299.2845458984375] [G loss: -426.8443603515625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 3874 [D loss: -568.0634155273438] [G loss: -399.63690185546875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3875 [D loss: -518.5434875488281] [G loss: -709.8380126953125] 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3885 [D loss: -360.8565673828125] [G loss: -474.889404296875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3886 [D loss: -470.5069580078125] [G loss: -648.5259399414062] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3887 [D loss: -421.03125] [G loss: -579.6442260742188] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3888 [D loss: -424.4983215332031] [G loss: -699.8814086914062] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3889 [D loss: -198.5062255859375] [G loss: -679.9146728515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3890 [D loss: -281.74725341796875] [G loss: -765.8494262695312] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3891 [D loss: -184.30401611328125] [G loss: -868.0479736328125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 3892 [D loss: -720.8681640625] [G loss: -911.1783447265625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 3893 [D loss: -559.7918395996094] [G loss: -990.0223388671875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3894 [D loss: -390.02655029296875] [G loss: -1006.476806640625] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3898 [D loss: -819.7304382324219] [G loss: -621.726806640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 3899 [D loss: -218.512451171875] [G loss: -801.2274169921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3900 [D loss: -399.9923400878906] [G loss: -747.1898193359375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 3908 [D loss: -387.11077880859375] [G loss: -821.1823120117188] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 3909 [D loss: -398.98248291015625] [G loss: -564.6197509765625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3910 [D loss: -296.4565887451172] [G loss: -503.5348815917969] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3911 [D loss: -379.3934020996094] [G loss: -306.36602783203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3912 [D loss: -762.6898803710938] [G loss: -463.8872375488281] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3913 [D loss: -327.83624267578125] [G loss: -522.55078125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3914 [D loss: -246.8382568359375] [G loss: -290.0649719238281] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3915 [D loss: -132.02218627929688] [G loss: -352.0933837890625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3916 [D loss: -388.5927429199219] [G loss: -267.00341796875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3940 [D loss: -364.8619689941406] [G loss: 543.72900390625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3941 [D loss: -438.8474578857422] [G loss: 402.39129638671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3942 [D loss: -727.205379486084] [G loss: 563.2344360351562] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3943 [D loss: -372.3306121826172] [G loss: 503.8594970703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3944 [D loss: -627.9960403442383] [G loss: 426.7657775878906] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 3945 [D loss: -738.0177001953125] [G loss: 390.84918212890625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3962 [D loss: -338.4094543457031] [G loss: -603.5999145507812] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 3963 [D loss: -482.58447265625] [G loss: -733.8402099609375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3964 [D loss: -687.7317504882812] [G loss: -653.6154174804688] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 3975 [D loss: -592.0423889160156] [G loss: -151.79690551757812] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3976 [D loss: -8.18731689453125] [G loss: -249.04071044921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3977 [D loss: -646.0575561523438] [G loss: -374.1199951171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 3978 [D loss: -316.3132629394531] [G loss: -251.0595703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 3979 [D loss: -305.2764129638672] [G loss: -107.11613464355469] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 3980 [D loss: -717.8751220703125] [G loss: -106.00096130371094] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4010 [D loss: -327.4954833984375] [G loss: -1195.872802734375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4011 [D loss: -657.4373779296875] [G loss: -1285.720703125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4012 [D loss: -185.0958251953125] [G loss: -1112.174560546875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4013 [D loss: -609.5756225585938] [G loss: -1439.454345703125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4014 [D loss: -464.91265869140625] [G loss: -1208.1754150390625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4015 [D loss: -269.576904296875] [G loss: -1316.588134765625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4020 [D loss: -715.5394897460938] [G loss: -1217.237548828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4021 [D loss: -598.434814453125] [G loss: -1242.05126953125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4022 [D loss: -264.559326171875] [G loss: -1382.1070556640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4023 [D loss: -144.9302978515625] [G loss: -1651.481201171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4024 [D loss: -46.935546875] [G loss: -1289.3173828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4025 [D loss: -584.6129760742188] [G loss: -1106.53369140625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4026 [D loss: -506.45263671875] [G loss: -1281.4013671875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4027 [D loss: -743.5306396484375] [G loss: -1146.13720703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4028 [D loss: -482.3896484375] [G loss: -979.8583984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4029 [D loss: -651.9722595214844] [G loss: -626.4940185546875] 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4036 [D loss: -900.4429931640625] [G loss: -283.5906982421875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4037 [D loss: -622.7375335693359] [G loss: -120.44776153564453] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4038 [D loss: -653.4995880126953] [G loss: -261.5236511230469] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4052 [D loss: -476.08416748046875] [G loss: -709.4232177734375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4053 [D loss: -954.5359191894531] [G loss: -458.44732666015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4054 [D loss: -973.0376586914062] [G loss: -468.49530029296875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4059 [D loss: -288.9440612792969] [G loss: -561.2125854492188] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4060 [D loss: -865.3623657226562] [G loss: -570.4718017578125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4061 [D loss: -563.1385498046875] [G loss: -479.3388671875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4091 [D loss: -616.5268211364746] [G loss: 197.005859375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4092 [D loss: -422.3518371582031] [G loss: -114.93160247802734] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4093 [D loss: -244.72784423828125] [G loss: -179.82553100585938] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4097 [D loss: -91.26786804199219] [G loss: 41.57893753051758] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4098 [D loss: -221.57688903808594] [G loss: -1.9144973754882812] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4099 [D loss: -150.81076049804688] [G loss: 118.79017639160156] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4129 [D loss: -781.2222595214844] [G loss: -371.938720703125] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4130 [D loss: -854.5393981933594] [G loss: -636.4105834960938] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4131 [D loss: -523.7694091796875] [G loss: -771.3289794921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4158 [D loss: -395.68206787109375] [G loss: -361.09063720703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4159 [D loss: -587.3627014160156] [G loss: -452.684814453125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4160 [D loss: -682.3424072265625] [G loss: -459.1897277832031] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4161 [D loss: -644.6765747070312] [G loss: -571.11181640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4162 [D loss: -598.2447814941406] [G loss: -615.496826171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4163 [D loss: -832.7403259277344] [G loss: -801.9185791015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4164 [D loss: -376.4055480957031] [G loss: -561.51904296875] 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4174 [D loss: -904.0252685546875] [G loss: -574.1793823242188] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4175 [D loss: -704.0699462890625] [G loss: -987.66796875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4176 [D loss: -1023.3670043945312] [G loss: -744.6485595703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 12ms/step 4177 [D loss: -895.923828125] [G loss: -748.1436767578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4178 [D loss: -650.771240234375] [G loss: -551.0831298828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4179 [D loss: -872.0103454589844] [G loss: -603.3896484375] 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4180 [D loss: -1341.8350830078125] [G loss: -384.28546142578125] 4/4 [==============================] - 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0s 5ms/step 4248 [D loss: -471.79376220703125] [G loss: -328.430419921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4249 [D loss: -381.88253021240234] [G loss: -307.83868408203125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4250 [D loss: -307.06768798828125] [G loss: -325.8758544921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4251 [D loss: -554.6940612792969] [G loss: -289.0466613769531] 4/4 [==============================] - 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0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4357 [D loss: -1134.2784881591797] [G loss: -441.0111083984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4358 [D loss: -488.7668151855469] [G loss: -519.5028076171875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4359 [D loss: -766.6863403320312] [G loss: -525.9498901367188] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 15ms/step 4/4 [==============================] - 0s 5ms/step 4421 [D loss: -777.3315734863281] [G loss: 2.8922481536865234] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4422 [D loss: -1022.4186477661133] [G loss: 76.86251068115234] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 20ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4423 [D loss: -643.2645616531372] [G loss: 55.4013786315918] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 10ms/step 4434 [D loss: -898.5170078277588] [G loss: -17.209461212158203] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4435 [D loss: -114.2286376953125] [G loss: -185.37144470214844] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4436 [D loss: -613.801025390625] [G loss: -163.94873046875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4437 [D loss: -227.5395736694336] [G loss: 116.33785247802734] 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4438 [D loss: -402.9543342590332] [G loss: 245.812255859375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 14ms/step 4439 [D loss: -494.3726043701172] [G loss: 225.64093017578125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4444 [D loss: -819.1251983642578] [G loss: 340.90179443359375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4445 [D loss: -613.575927734375] [G loss: 325.2666015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4446 [D loss: -645.3773002624512] [G loss: 139.2999725341797] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4450 [D loss: -1128.173469543457] [G loss: 383.6231994628906] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4451 [D loss: -607.4176826477051] [G loss: 348.94805908203125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4452 [D loss: -910.0478744506836] [G loss: 219.79954528808594] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4466 [D loss: -500.3537292480469] [G loss: -478.29241943359375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4467 [D loss: -395.9521484375] [G loss: -638.3336181640625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4468 [D loss: -1168.0573120117188] [G loss: -562.6944580078125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4473 [D loss: 99.8831787109375] [G loss: -852.6791381835938] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 15ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4474 [D loss: -1203.346206665039] [G loss: -919.4812622070312] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 8ms/step 4475 [D loss: -1434.1860809326172] [G loss: -624.0272216796875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4476 [D loss: -781.1946716308594] [G loss: -854.9270629882812] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4477 [D loss: -58.6248779296875] [G loss: -713.96044921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4478 [D loss: -695.2017211914062] [G loss: -598.6976318359375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4479 [D loss: -329.141845703125] [G loss: -1286.0118408203125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 48ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4480 [D loss: -70.03579711914062] [G loss: -1146.4056396484375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4481 [D loss: -122.532958984375] [G loss: -1009.7661743164062] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4482 [D loss: -613.0677185058594] [G loss: -818.287109375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4483 [D loss: 100.73651123046875] [G loss: -792.101806640625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4484 [D loss: -1017.2337265014648] [G loss: -618.1869506835938] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4489 [D loss: -765.4148254394531] [G loss: -453.15032958984375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4490 [D loss: -899.4151611328125] [G loss: -872.0054321289062] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4491 [D loss: -717.2675170898438] [G loss: -686.4400634765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4492 [D loss: -1017.2928466796875] [G loss: -991.3887329101562] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4493 [D loss: -384.80810546875] [G loss: -914.591552734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 8ms/step 4494 [D loss: -1252.917724609375] [G loss: -1171.28076171875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4495 [D loss: -842.5458984375] [G loss: -800.4877319335938] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4496 [D loss: -1053.913818359375] [G loss: -507.04534912109375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 7ms/step 4497 [D loss: -716.828369140625] [G loss: -1571.923583984375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4498 [D loss: -1066.0885620117188] [G loss: -1201.4476318359375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4499 [D loss: -951.9776611328125] [G loss: -1181.594970703125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4500 [D loss: -1321.26123046875] [G loss: -1532.8404541015625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4505 [D loss: -869.930419921875] [G loss: -2212.93994140625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4506 [D loss: -263.6500244140625] [G loss: -2290.23193359375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4507 [D loss: -665.9176025390625] [G loss: -2335.50927734375] 4/4 [==============================] - 0s 4ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4508 [D loss: -1035.3740234375] [G loss: -2265.934326171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 5s 7ms/step 4/4 [==============================] - 0s 6ms/step 4509 [D loss: -1180.54443359375] [G loss: -2317.2255859375] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4510 [D loss: -626.625732421875] [G loss: -2893.27197265625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4511 [D loss: -970.156494140625] [G loss: -3009.479248046875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4512 [D loss: -650.9439697265625] [G loss: -2954.5107421875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4513 [D loss: 95.2059326171875] [G loss: -2809.13232421875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4514 [D loss: -635.063720703125] [G loss: -2900.00341796875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4515 [D loss: -310.0242919921875] [G loss: -2868.34423828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4516 [D loss: -1140.3037109375] [G loss: -2246.74609375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4517 [D loss: -482.22021484375] [G loss: -2300.83251953125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4518 [D loss: -475.703125] [G loss: -2866.9013671875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4519 [D loss: -229.754150390625] [G loss: -2395.34619140625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4520 [D loss: -99.1195068359375] [G loss: -2310.37158203125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4521 [D loss: -384.7642822265625] [G loss: -2226.09130859375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4522 [D loss: -86.601806640625] [G loss: -1988.375244140625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 7ms/step 4523 [D loss: -83.707763671875] [G loss: -1993.10595703125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4524 [D loss: -98.71722412109375] [G loss: -1712.365478515625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4525 [D loss: -269.3302001953125] [G loss: -1129.614013671875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4526 [D loss: -567.8037109375] [G loss: -1124.4027099609375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4527 [D loss: -389.24395751953125] [G loss: -855.7482299804688] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4528 [D loss: -854.5452575683594] [G loss: -1025.76416015625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4529 [D loss: -701.9864501953125] [G loss: -835.3704833984375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4530 [D loss: -599.9151611328125] [G loss: -515.7750244140625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4531 [D loss: -359.07049560546875] [G loss: -404.4608154296875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4532 [D loss: -717.65966796875] [G loss: -376.3594665527344] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4533 [D loss: -826.3426513671875] [G loss: -375.99920654296875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4534 [D loss: -873.1226272583008] [G loss: -347.4784240722656] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4535 [D loss: -556.6434020996094] [G loss: -438.25439453125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4536 [D loss: -866.8719482421875] [G loss: -385.6585388183594] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4544 [D loss: -373.1414794921875] [G loss: -537.4696044921875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 5ms/step 4545 [D loss: -963.7092895507812] [G loss: -414.78173828125] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4546 [D loss: -804.8074645996094] [G loss: -306.79034423828125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4547 [D loss: -925.2490234375] [G loss: -705.2102661132812] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4548 [D loss: -590.1195678710938] [G loss: -394.4755554199219] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4549 [D loss: -518.0504760742188] [G loss: -515.8788452148438] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4550 [D loss: -609.135498046875] [G loss: -546.6876220703125] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4551 [D loss: -827.4883728027344] [G loss: -466.3465576171875] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4552 [D loss: -880.1024169921875] [G loss: -492.06646728515625] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 16ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4557 [D loss: -1251.778823852539] [G loss: -577.2485961914062] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4558 [D loss: -663.808837890625] [G loss: -375.9535827636719] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4559 [D loss: -1006.8928604125977] [G loss: -475.61907958984375] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4560 [D loss: -165.29702758789062] [G loss: -355.8647766113281] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4561 [D loss: -531.4192810058594] [G loss: -219.67881774902344] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4562 [D loss: -584.3293151855469] [G loss: -273.1291809082031] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4563 [D loss: -374.2499084472656] [G loss: -115.21530151367188] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4564 [D loss: -645.4567260742188] [G loss: 86.51980590820312] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4565 [D loss: -574.3110656738281] [G loss: -86.15769958496094] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 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0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4637 [D loss: -672.2169799804688] [G loss: 26.181228637695312] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4638 [D loss: -866.6562042236328] [G loss: 88.4631576538086] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4639 [D loss: -938.7331848144531] [G loss: -50.92511749267578] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 8ms/step 4640 [D loss: -783.9249401092529] [G loss: 48.97855758666992] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4641 [D loss: -586.0416107177734] [G loss: -6.757663726806641] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4642 [D loss: -711.4063720703125] [G loss: -1.2566204071044922] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 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0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4662 [D loss: -697.151611328125] [G loss: -119.81342315673828] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 6ms/step 4663 [D loss: -447.01397705078125] [G loss: 28.21615982055664] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4664 [D loss: -560.8644104003906] [G loss: 140.73703002929688] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 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0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4800 [D loss: -544.0535869598389] [G loss: 206.70635986328125] 1/1 [==============================] - 0s 47ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4801 [D loss: -388.2220916748047] [G loss: 203.74876403808594] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4802 [D loss: -388.5414581298828] [G loss: 346.0168762207031] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4803 [D loss: -530.9781951904297] [G loss: 388.0111083984375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4804 [D loss: -766.7594909667969] [G loss: 368.7096862792969] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4805 [D loss: -642.8884506225586] [G loss: 359.33734130859375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4806 [D loss: -585.8403625488281] [G loss: 433.2823486328125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 14ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 6ms/step 4807 [D loss: -931.6658935546875] [G loss: 362.8919677734375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4808 [D loss: -1014.1135520935059] [G loss: -108.78591918945312] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4809 [D loss: -712.2189636230469] [G loss: 46.27588653564453] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 9ms/step 4810 [D loss: -206.78375244140625] [G loss: 82.14498138427734] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4811 [D loss: -602.2635345458984] [G loss: 94.45806884765625] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4812 [D loss: -765.1294860839844] [G loss: 89.32869720458984] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4813 [D loss: -746.2691040039062] [G loss: 12.469696044921875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4814 [D loss: -550.0792846679688] [G loss: 49.34617233276367] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4815 [D loss: -591.7165756225586] [G loss: 323.5434875488281] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4816 [D loss: -557.82080078125] [G loss: 16.216697692871094] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4817 [D loss: -658.5674133300781] [G loss: -300.4175109863281] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4818 [D loss: -1090.5700149536133] [G loss: -335.8326416015625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4819 [D loss: -905.8417663574219] [G loss: -341.5285339355469] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4820 [D loss: -806.0267028808594] [G loss: -256.31317138671875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4821 [D loss: -561.1045837402344] [G loss: -115.08860778808594] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4822 [D loss: -454.8588104248047] [G loss: -251.89553833007812] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 16ms/step 4823 [D loss: -840.7545318603516] [G loss: -349.6021728515625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4824 [D loss: -593.1600494384766] [G loss: -341.9197998046875] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4825 [D loss: -642.4081115722656] [G loss: -73.72689819335938] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4826 [D loss: -766.6423950195312] [G loss: -163.24806213378906] 4/4 [==============================] - 0s 5ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4827 [D loss: -369.815673828125] [G loss: -238.68133544921875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4828 [D loss: -715.3208312988281] [G loss: 36.789527893066406] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4829 [D loss: -705.6518096923828] [G loss: -40.37278366088867] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4830 [D loss: -493.4349899291992] [G loss: -190.76846313476562] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4831 [D loss: -683.9371109008789] [G loss: -164.47718811035156] 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4832 [D loss: -863.1274108886719] [G loss: -307.9136962890625] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4833 [D loss: -733.0957641601562] [G loss: -206.2508544921875] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4834 [D loss: -645.4949340820312] [G loss: -751.1998291015625] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4835 [D loss: -563.6798706054688] [G loss: -398.73333740234375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4836 [D loss: -558.8426971435547] [G loss: -158.90927124023438] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4837 [D loss: -459.36383056640625] [G loss: -284.9305419921875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4838 [D loss: -735.9212036132812] [G loss: -514.9447631835938] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4839 [D loss: -662.2382507324219] [G loss: -202.05905151367188] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4840 [D loss: -231.96469116210938] [G loss: -337.6322937011719] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4841 [D loss: -761.83056640625] [G loss: -482.915283203125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4842 [D loss: -726.4795684814453] [G loss: -560.1854248046875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4843 [D loss: -895.2927551269531] [G loss: -499.642822265625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 8ms/step 4844 [D loss: -811.3728637695312] [G loss: -484.76654052734375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4845 [D loss: -732.462158203125] [G loss: -652.8186645507812] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4846 [D loss: -689.8450317382812] [G loss: -527.8998413085938] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4847 [D loss: -209.46136474609375] [G loss: -472.50921630859375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4848 [D loss: -452.0128479003906] [G loss: -555.88818359375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4849 [D loss: -456.4326171875] [G loss: -415.7633972167969] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 11ms/step 4850 [D loss: -568.332275390625] [G loss: -430.6690979003906] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4851 [D loss: -674.3724365234375] [G loss: -264.429443359375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4852 [D loss: -1010.9010925292969] [G loss: -532.1702270507812] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 12ms/step 4853 [D loss: -831.9278564453125] [G loss: -479.0921325683594] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4854 [D loss: -951.8208923339844] [G loss: -335.67340087890625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4855 [D loss: -790.9361572265625] [G loss: -1013.0301513671875] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 15ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4856 [D loss: -506.4642333984375] [G loss: -629.1589965820312] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4857 [D loss: -728.9993896484375] [G loss: -969.04345703125] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4858 [D loss: -1490.1135864257812] [G loss: -755.512451171875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4859 [D loss: -1279.8157958984375] [G loss: -1130.558349609375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4860 [D loss: -1138.3287658691406] [G loss: -1027.806640625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4861 [D loss: -750.87548828125] [G loss: -1056.4805908203125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4862 [D loss: -956.1636962890625] [G loss: -907.3964233398438] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4863 [D loss: -811.2793579101562] [G loss: -871.3209228515625] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4864 [D loss: -1600.519775390625] [G loss: -1311.773681640625] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4865 [D loss: -1044.5596923828125] [G loss: -1691.655029296875] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4866 [D loss: -671.5755615234375] [G loss: -1891.9315185546875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 14ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4867 [D loss: -890.4967651367188] [G loss: -1613.375732421875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4868 [D loss: -552.5025024414062] [G loss: -1652.119140625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4869 [D loss: -723.042724609375] [G loss: -1538.3095703125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4870 [D loss: -154.40771484375] [G loss: -1415.95361328125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4871 [D loss: -222.8819580078125] [G loss: -1337.723876953125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4872 [D loss: -919.8694458007812] [G loss: -877.0147705078125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4873 [D loss: -729.5371704101562] [G loss: -633.8499145507812] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4874 [D loss: -634.2823486328125] [G loss: -281.7596435546875] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4875 [D loss: -847.5093688964844] [G loss: -406.16790771484375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 11ms/step 4876 [D loss: -660.4058074951172] [G loss: -166.46954345703125] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4880 [D loss: -738.1344451904297] [G loss: 43.2493782043457] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4881 [D loss: -979.0167236328125] [G loss: -24.527145385742188] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4882 [D loss: -1032.4507751464844] [G loss: -368.10009765625] 4/4 [==============================] - 0s 6ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4896 [D loss: -1196.1602172851562] [G loss: -238.51730346679688] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4897 [D loss: -1214.533432006836] [G loss: -34.078521728515625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4898 [D loss: -1044.2069396972656] [G loss: -184.75360107421875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4919 [D loss: -781.0682067871094] [G loss: 118.32518005371094] 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4920 [D loss: -1582.0883178710938] [G loss: 1.8433952331542969] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 13ms/step 4921 [D loss: -723.158935546875] [G loss: -153.9676971435547] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 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0s 9ms/step 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 16ms/step 4951 [D loss: -698.3492431640625] [G loss: -0.5752639770507812] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 4952 [D loss: -597.1207389831543] [G loss: 22.582782745361328] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4953 [D loss: -610.0397415161133] [G loss: 86.88456726074219] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4954 [D loss: -893.725471496582] [G loss: 423.49591064453125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4955 [D loss: -586.4920043945312] [G loss: 76.77569580078125] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4956 [D loss: -581.4466705322266] [G loss: 150.95233154296875] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 8ms/step 4957 [D loss: -728.7903289794922] [G loss: 167.00775146484375] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4958 [D loss: -291.45301818847656] [G loss: 188.6195068359375] 4/4 [==============================] - 0s 7ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4959 [D loss: -417.7342338562012] [G loss: 338.34600830078125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 13ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4960 [D loss: -243.5623893737793] [G loss: 185.33993530273438] 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4961 [D loss: -235.79056549072266] [G loss: 318.66436767578125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4962 [D loss: -418.6366271972656] [G loss: 415.54962158203125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 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0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4976 [D loss: -108.61810302734375] [G loss: 245.13116455078125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4977 [D loss: -70.97723388671875] [G loss: 464.228515625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 8ms/step 4978 [D loss: -159.33602905273438] [G loss: 161.45155334472656] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 10ms/step 4979 [D loss: -765.9180297851562] [G loss: 386.9557800292969] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 10ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4980 [D loss: -541.8432693481445] [G loss: 59.47780227661133] 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4981 [D loss: -386.5634002685547] [G loss: 25.470684051513672] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4982 [D loss: -272.73781967163086] [G loss: -20.62277603149414] 4/4 [==============================] - 0s 11ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 12ms/step 4983 [D loss: -376.60823249816895] [G loss: 219.501220703125] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4984 [D loss: -259.95791244506836] [G loss: 132.1417236328125] 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 9ms/step 4/4 [==============================] - 0s 12ms/step 4/4 [==============================] - 0s 9ms/step 4985 [D loss: -453.60503578186035] [G loss: 39.92431640625] 4/4 [==============================] - 0s 8ms/step 4/4 [==============================] - 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In [35]:
generator.save('generator_wgan.keras')
discriminator.save('discriminator_wgan.keras')
combined.save('combined.keras')
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
In [33]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model
latent_dim=100
# Generate images from random noise
def generate_images(generator, latent_dim, num_images=5):
noise = np.random.normal(0, 1, (num_images, latent_dim))
generated_images = generator.predict(noise)
generated_images2 = (generated_images * 100 + 100).astype(np.uint8)
latent_dim
return generated_images2
# Plot generated images
num_generated_images = 5
generated_images = generate_images(generator, latent_dim, num_generated_images)
plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 49ms/step
In [44]:
from tensorflow.keras.models import load_model
import numpy as np
from PIL import Image
import io
# Load the trained models
generator22 = load_model('generator_wgan.keras')
def generate_image22(latent_dim=100):
noise = np.random.normal(0, 1, (1, latent_dim))
generated_image = generator22.predict(noise)[0]
generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8)
return generated_image
generated_images = generate_image22(generator22)
plt.figure(figsize=(10, 2))
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually.
--------------------------------------------------------------------------- TypeError Traceback (most recent call last) Cell In[44], line 14 12 generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8) 13 return generated_image ---> 14 generated_images = generate_image22(generator22) 16 plt.figure(figsize=(10, 2)) 17 plt.subplot(1, num_generated_images, i + 1) Cell In[44], line 10, in generate_image22(latent_dim) 9 def generate_image22(latent_dim=100): ---> 10 noise = np.random.normal(0, 1, (1, latent_dim)) 11 generated_image = generator22.predict(noise)[0] 12 generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8) File numpy\\random\\mtrand.pyx:1557, in numpy.random.mtrand.RandomState.normal() File _common.pyx:636, in numpy.random._common.cont() TypeError: 'Functional' object cannot be interpreted as an integer
In [45]:
from tensorflow.keras.models import load_model
import numpy as np
from PIL import Image
import io
import matplotlib.pyplot as plt
# Load the trained model
generator22 = load_model('generator_wgan.keras')
def generate_image22(latent_dim=100):
noise = np.random.normal(0, 1, (1, latent_dim))
generated_image = generator22.predict(noise)[0]
generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8)
return generated_image
# Generate multiple images
num_generated_images = 5
generated_images = [generate_image22(latent_dim=100) for _ in range(num_generated_images)]
# Plot generated images
plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. 1/1 [==============================] - 1s 580ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 51ms/step
